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Liste des publications de "Sabourin, Robert"Nombre de documents archivés : 470. 2024
Davtalab, Reza, Cruz, Rafael M. O. et Sabourin, Robert.
2024.
« A scalable dynamic ensemble selection using fuzzy hyperboxes ».
Information Fusion, vol. 102.
Souza, Mariana A., Sabourin, Robert, Cavalcanti, Geroge D. C. et Cruz, Rafael M. O..
2024.
« A dynamic multiple classifier system using graph neural network for high dimensional overlapped data ».
Information Fusion, vol. 103.
Viana, Talles B., Souza, Victor L. F., Oliveira, Adriano L. I., Cruz, Rafael M. O. et Sabourin, Robert.
2024.
« Robust handwritten signature representation with continual learning of synthetic data over predefined real feature space ».
In Document Analysis and Recognition - ICDAR 2024 : 18th International Conference Proceedings, Part II (Athens, Greece, Aug. 30-Sept. 04, 2024)
Coll. « Lecture Notes in Computer Science », vol. 14805.
pp. 233-249.
Springer Science and Business Media Deutschland GmbH. 2023
de Araujo Souza, Mariana, Sabourin, Robert, da Cunha Cavalcanti, George Darmiton et Cruz, Rafael Menelau Oliveira E..
2023.
« GNN-DES: A new end-to-end dynamic ensemble selection method based on multi-label graph neural network ».
In Graph-Based Representations in Pattern Recognition : 13th IAPR-TC-15 International Workshop, GbRPR, Proceedings (Vietri sul Mare, Italy, Sept. 06-08, 2023)
Coll. « Lecture Notes in Computer Science », vol. 14121.
pp. 59-69.
Springer Science and Business Media.
Monteiro, Marcos, Britto, Alceu S., Barddal, Jean P., Oliveira, Luiz S. et Sabourin, Robert.
2023.
« Exploring diversity in data complexity and classifier decision spaces for pool generation ».
Information Fusion, vol. 89.
pp. 567-587.
Souza, Mariana A., Sabourin, Robert, Cavalcanti, George D. C. et Cruz, Rafael M. O..
2023.
« OLP++: An online local classifier for high dimensional data ».
Information Fusion, vol. 90.
pp. 120-137.
Viana, Talles B., Souza, Victor L. F., Oliveira, Adriano L. I., Cruz, Rafael M. O. et Sabourin, Robert.
2023.
« A multi-task approach for contrastive learning of handwritten signature feature representations ».
Expert Systems with Applications, vol. 217.
2022
Davtalab, Reza, Cruz, Rafael M. O. et Sabourin, Robert.
2022.
« Dynamic ensemble selection using fuzzy hyperboxes ».
In International Joint Conference on Neural Networks (IJCNN) (Padua, Italy, July 18-23, 2022)
IEEE.
Souza, Mariana A., Sabourin, Robert, Cavalcanti, George D. C. et Cruz, Rafael M. O..
2022.
« Local overlap reduction procedure for dynamic ensemble selection ».
In International Joint Conference on Neural Networks (IJCNN) (Padua, Italy, July 18-23, 2022)
IEEE.
Viana, Talles B., Souza, Victor L. F., Oliveira, Adriano L. I., Cruz, Rafael M. O. et Sabourin, Robert.
2022.
« Contrastive learning of handwritten signature representations for writer-independent verification ».
In International Joint Conference on Neural Networks (IJCNN) (Padua, Italy, July 18-23, 2022)
IEEE.
Walmsley, Felipe N., Cavalcanti, George D. C., Sabourin, Robert et Cruz, Rafael M. O..
2022.
« An investigation into the effects of label noise on Dynamic Selection algorithms ».
Information Fusion, vol. 80.
pp. 104-120. 2021
Coetzer, Johannes, Swanepoel, Jacques P. et Sabourin, Robert.
2021.
« Optimal human-machine collaboration for enhanced cost-sensitive biometric authentication ».
SAIEE Africa Research Journal, vol. 112, nº 2.
pp. 110-119.
Hochuli, Andre G., Britto, Alceu S., Saji, David A., Saavedra, Jose M., Sabourin, Robert et Oliveira, Luiz S..
2021.
« A comprehensive comparison of end-to-end approaches for handwritten digit string recognition ».
Expert Systems with Applications, vol. 165.
Maruyama, Teruo M., Oliveira, Luiz S., Britto, Alceu S. et Sabourin, Robert.
2021.
« Intrapersonal parameter optimization for offline handwritten signature augmentation ».
IEEE Transactions on Information Forensics and Security, vol. 16.
pp. 1335-1350.
Monteiro, Marcos, Britto, Alceu S., Barddal, Jean P., Oliveira, Luiz et Sabourin, Robert.
2021.
« Classifier pool generation based on a two-level diversity approach ».
In 25th International Conference on Pattern Recognition (ICPR) (Milan, Italy, Jan. 10-15, 2021)
pp. 2414-2421.
IEEE.
Souza, Victor L. F., Oliveira, Adriano L. I., Cruz, Rafael M. O. et Sabourin, Robert.
2021.
« An investigation of feature selection and transfer learning for writer-independent offline handwritten signature verification ».
In 25th International Conference on Pattern Recognition (ICPR) (Milan, Italy - En ligne, Jan. 10-15, 2021)
pp. 1475-1482.
Institute of Electrical and Electronics Engineers Inc..
Zyblewski, Pawel, Sabourin, Robert et Woniak, Michal.
2021.
« Preprocessed dynamic classifier ensemble selection for highly imbalanced drifted data streams ».
Information Fusion, vol. 66.
pp. 138-154. 2020
Assumpcao Silva, Ronan, Britto, Alceu S., Enembreck, Fabricio, Sabourin, Robert et Oliveira, Luiz S..
2020.
« Selecting and combining classifiers based on centrality measures ».
International Journal on Artificial Intelligence Tools, vol. 29, nº 3-4.
Bernard, Simon, Cao, Hongliu, Sabourin, Robert et Heutte, Laurent.
2020.
« Random forest for dissimilarity-based multi-view learning ».
In
Handbook of Pattern Recognition and Computer Vision.
6th edition.
pp. 119-138. World Scientific.
Cao, Hongliu, Bernard, Simon, Sabourin, Robert et Heutte, Laurent.
2020.
« A novel random forest dissimilarity measure for multi-view learning ».
In 25th International Conference on Pattern Recognition (ICPR) (Milan, Italy, Jan. 10-15, 2021)
pp. 1344-1351.
Piscataway, NJ, USA : IEEE.
Coetzer, Johannes, Swanepoel, Jacques et Sabourin, Robert.
2020.
« Dynamic fusion of human and machine decisions for efficient cost-sensitive biometric authentication ».
In International SAUPEC/RobMech/PRASA Conference (SAUPEC/RobMech/PRASA) (Cape Town, South Africa, Jan. 29-31, 2020)
IEEE.
Cruz, Rafael M. O., Hafemann, Luiz G., Sabourin, Robert et Cavalcanti, George D. C..
2020.
« DESlib: A dynamic ensemble selection library in python ».
Journal of Machine Learning Research, vol. 21.
Hafemann, Luiz G., Sabourin, Robert et Oliveira, Luiz S..
2020.
« Meta-learning for fast classifier adaptation to new users of signature verification systems ».
IEEE Transactions on Information Forensics and Security, vol. 15.
pp. 1735-1745.
Hochuli, Andre G., Britto, Alceu S., Barddal, Jean P., Sabourin, Robert et Oliveira, Luiz E. S..
2020.
« An end-to-end approach for recognition of modern and historical handwritten numeral strings ».
In International Joint Conference on Neural Networks (IJCNN) (Glasgow, United Kingdom, July 19-24, 2020)
Piscataway, NJ, USA : IEEE.
Silva, Ronan Assumpcao, Britto Jr, Alceu de Souza, Enembreck, Fabricio, Sabourin, Robert et de Oliveira, Luiz E. S..
2020.
« CSBF: A static ensemble fusion method based on the centrality score of complex networks ».
Computational Intelligence, vol. 36, nº 2.
pp. 522-556.
Souza, Mariana A., Sabourin, Robert, Cavalcanti, George D. C. et Cruz, Rafael M. O..
2020.
« Multi-label learning for dynamic model type recommendation ».
In International Joint Conference on Neural Networks (IJCNN) (Glasgow, United Kingdom, July 19-24, 2020)
IEEE.
Souza, Victor L. F., Oliveira, Adriano L. I., Cruz, Rafael M. O. et Sabourin, Robert.
2020.
« A white-box analysis on the writer-independent dichotomy transformation applied to offline handwritten signature verification ».
Expert Systems with Applications, vol. 154.
Souza, Victor L. F., Oliveira, Adriano L. I., Cruz, Rafael M. O. et Sabourin, Robert.
2020.
« Improving BPSO-based feature selection applied to offline WI handwritten signature verification through overfitting control ».
In Genetic and Evolutionary Computation Conference (GECCO) (Cancun, Mexico, July 08-12, 2020)
pp. 69-70.
Association for Computing Machinery Inc.
Zyblewski, Pawel, Sabourin, Robert et Woniak, Michal.
2020.
« Data preprocessing and dynamic ensemble selection for imbalanced data stream classification ».
In 19th Joint European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2019, September 16, 2019 - September 20, 2019 (Würzburg, Germany, Sept. 16-20, 2019)
Coll. « Communications in Computer and Information Science », vol. 1168.
pp. 367-379.
Springer. 2019
Albuquerque, Régis Antônio S., Josua Costa, Albert F., Miranda dos Santos, Eulanda, Sabourin, Robert et Giusti, Rafael.
2019.
« A decision-based dynamic ensemble selection method for concept drift ».
In IEEE 31st International Conference on Tools with Artificial Intelligence (ICTAI) (Portland, OR, USA, Nov. 04-06, 2019)
pp. 1132-1139.
IEEE Computer Society.
Bashbaghi, Saman, Granger, Eric, Sabourin, Robert et Parchami, Mostafa.
2019.
« Deep learning architectures for face recognition in video surveillance ».
In
Deep learning in object detection and recognition.
pp. 133-154. Singapour : Springer.
Cao, Hongliu, Bernard, Simon, Sabourin, Robert et Heutte, Laurent.
2019.
« Random forest dissimilarity based multi-view learning for Radiomics application ».
Pattern Recognition, vol. 88.
pp. 185-197.
Cruz, Rafael M. O., Oliveira, Dayvid V. R., Cavalcanti, George D. C. et Sabourin, Robert.
2019.
« FIRE-DES++: Enhanced online pruning of base classifiers for dynamic ensemble selection ».
Pattern Recognition, vol. 85.
pp. 149-160.
Cruz, Rafael M. O., Souza, Mariana A., Sabourin, Robert et Cavalcanti, George D. C..
2019.
« Dynamic ensemble selection and data preprocessing for multi-class imbalance learning ».
International Journal of Pattern Recognition and Artificial Intelligence, vol. 33, nº 11.
Hafemann, Luiz G., Sabourin, Robert et Oliveira, Luiz S..
2019.
« Characterizing and evaluating adversarial examples for offline handwritten signature verification ».
IEEE Transactions on Information Forensics and Security, vol. 14, nº 8.
pp. 2153-2166.
Rony, Jérôme, Hafemann, Luiz G., Oliveira, Luiz S., Ben Ayed, Ismail, Sabourin, Robert et Granger, Eric.
2019.
« Decoupling direction and norm for efficient gradient-based L2 adversarial attacks and defenses ».
In 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (Long Beach, CA, USA, June 15-20, 2019)
pp. 4317-4325.
IEEE.
Souza, Mariana A., Cavalcanti, George D. C., Cruz, Rafael M. O. et Sabourin, Robert.
2019.
« On evaluating the online local pool generation method for imbalance learning ».
In International Joint Conference on Neural Networks (IJCNN) (Budapest, Hungary, July 14-19, 2019)
Piscataway, NJ, USA : IEEE.
Souza, Mariana A., Cavalcanti, George D. C., Cruz, Rafael M. O. et Sabourin, Robert.
2019.
« Online local pool generation for dynamic classifier selection ».
Pattern Recognition, vol. 85.
pp. 132-148.
Souza, Victor L. F., Oliveira, Adriano L. I., Cruz, Rafael M. O. et Sabourin, Robert.
2019.
« Characterization of handwritten signature images in dissimilarity representation space ».
In Computational Science : ICCS 2019 : 19th International Conference : Proceedings, Part III (Faro, Portugal, June 12-14, 2019)
Coll. « Lecture Notes in Computer Science », vol. 11538.
pp. 192-206.
Springer Verlag.
Souza, Victor L. F., Oliveira, Adriano L. I., Cruz, Rafael M. O. et Sabourin, Robert.
2019.
« On dissimilarity representation and transfer learning for offline handwritten signature verification ».
In International Joint Conference on Neural Networks (IJCNN) (Budapest, Hungary, July 14-19, 2019)
Piscataway, NJ, USA : IEEE. 2018
Almeida, Paulo R. L., Oliveira, Luiz S., Britto, Alceu S. et Sabourin, Robert.
2018.
« Adapting dynamic classifier selection for concept drift ».
Expert Systems with Applications, vol. 104.
pp. 67-85.
Brun, André L., Britto, Alceu S., Oliveira, Luiz S., Enembreck, Fabricio et Sabourin, Robert.
2018.
« A framework for dynamic classifier selection oriented by the classification problem difficulty ».
Pattern Recognition, vol. 76.
pp. 175-190.
Cao, Hongliu, Bernard, Simon, Heutte, Laurent et Sabourin, Robert.
2018.
« Dissimilarity-based representation for radiomics applications ».
In Proceedings of the International Conference on Pattern Recognition and Artificial Intelligence (ICPRAI'2018) (Montréal, QC, Canada, May 13-17, 2018)
pp. 53-58.
CENPARMI, Concordia University.
Cao, Hongliu, Bernard, Simon, Heutte, Laurent et Sabourin, Robert.
2018.
« Dynamic voting in multi-view learning for radiomics applications ».
In Structural, Syntactic, and Statistical Pattern Recognition : Joint IAPR International Workshop, S+SSPR 2018 (Beijing, China, Aug. 17-19, 2018)
Coll. « Lecture Notes in Computer Science », vol. 11004.
pp. 32-41.
Springer Verlag.
Cao, Hongliu, Bernard, Simon, Heutte, Laurent et Sabourin, Robert.
2018.
« Improve the performance of transfer learning without fine-tuning using dissimilarity-based multi-view learning for breast cancer histology images ».
In Image Analysis and Recognition : 15th International Conference : ICIAR 2018 : Proceedings (Póvoa de Varzim, Portugal, June 27-29, 2018)
Coll. « Lecture Notes in Computer Science », vol. 10882.
pp. 779-787.
Springer.
Cruz, Rafael M. O., Sabourin, Robert et Cavalcanti, George D. C..
2018.
« Dynamic classifier selection: Recent advances and perspectives ».
Information Fusion, vol. 41.
pp. 195-216.
Cruz, Rafael M. O., Sabourin, Robert et Cavalcanti, George D. C..
2018.
« Prototype selection for dynamic classifier and ensemble selection ».
Neural Computing and Applications, vol. 29, nº 2.
pp. 447-457.
Hafemann, Luiz G., Oliveira, Luiz S. et Sabourin, Robert.
2018.
« Fixed-sized representation learning from offline handwritten signatures of different sizes ».
International Journal on Document Analysis and Recognition, vol. 21, nº 3.
pp. 219-232.
Hochuli, A. G., Oliveira, L. S., Britto Jr., A. S. et Sabourin, R..
2018.
« Handwritten digit segmentation: Is it still necessary? ».
Pattern Recognition, vol. 78.
pp. 1-11.
Hochuli, Andre G., Oliveira, Luiz S., De Souza Britto, Alceu et Sabourin, Robert.
2018.
« Segmentation-free approaches for handwritten numeral string recognition ».
In 2018 International Joint Conference on Neural Networks (IJCNN) (Rio de Janeiro, Brazil, July 08-13, 2018)
Piscataway, NJ, USA : IEEE.
M. O. Cruz, Rafael, Sabourin, Robert et Cavalcanti, George D. C..
2018.
« On dynamic ensemble selection and data preprocessing for multi-class imbalance learning ».
In Proceedings of the International Conference on Pattern Recognition and Artificial Intelligence (ICPRAI'2018) (Montréal, QC, Canada, May 13-17, 2018)
pp. 189-194.
CENPARMI, Concordia University.
Martins, Jefferson G., Oliveira, Luiz E. S., Sabourin, Robert et Britto Jr, Alceu S..
2018.
« Forest species recognition based on ensembles of classifiers ».
In 2018 IEEE 30th International Conference on Tools with Artificial Intelligence (ICTAI) (Volos, Greece, Nov. 5-7, 2018)
pp. 371-378.
Los Alamitos, CA, USA : IEEE Computer Society.
Oliveira, D. V. R., Cavalcanti, G. D. C., Porpino, T. N., Cruz, R. M. O. et Sabourin, R..
2018.
« K-Nearest oracles borderline dynamic classifier ensemble selection ».
In 2018 International Joint Conference on Neural Networks (IJCNN 2018) (Rio de Janeiro, Brazil, July 08-13, 2018)
IEEE.
Pereira, Marcelo T., Britto Jr., Alceu S., Oliveira, Luiz S. et Sabourin, Robert.
2018.
« Dynamic ensemble selection by k-nearest local oracles with discrimination index ».
In 2018 IEEE 30th International Conference on Tools with Artificial Intelligence (ICTAI) (Volos, Greece, Nov. 5-7, 2018)
pp. 765-771.
Los Alamitos, CA, USA : IEEE Computer Society.
Rony, Jérôme, Gustavo, Luiz, Sabourin, Robert et Granger, Eric.
2018.
« Decoupling direction and norm for efficient gradient-based l2 adversarial attacks ».
In NeurIPS 2018 Workshop on Security in Machine Learning (Montreal, QC, Canada, Dec. 7, 2018)
Roy, Anandarup, Cruz, Rafael M. O., Sabourin, Robert et Cavalcanti, George D. C..
2018.
« A study on combining dynamic selection and data preprocessing for imbalance learning ».
Neurocomputing, vol. 286.
pp. 179-192.
Silva, Ronan A., Britto Jr., Alceu S., Enembreck, Fabricio, Sabourin, Robert et Oliveira, Luis S..
2018.
« Fusion of classifiers based on centrality measures ».
In 2018 IEEE 30th International Conference on Tools with Artificial Intelligence (ICTAI) (Volos, Greece, Nov. 5-7, 2018)
pp. 363-370.
Los Alamitos, CA, USA : IEEE Computer Society.
Souza, Victor L. F., Oliveira, Adriano L. I. et Sabourin, Robert.
2018.
« A writer-independent approach for offline signature verification using deep convolutional neural networks features ».
In 2018 7th Brazilian Conference on Intelligent Systems (BRACIS) (Sao Paulo, Brazil, Oct. 22-25, 2018)
pp. 212-217.
Los Alamitos, CA, USA : IEEE Computer Society.
Walmsley, Felipe N., Cavalcanti, George D. C., Oliveira, Dayvid V. R., Cruz, Rafael M. O. et Sabourin, Robert.
2018.
« An ensemble generation method based on instance hardness ».
In 2018 International Joint Conference on Neural Networks (IJCNN) (Rio de Janeiro, Brazil, July 08-13, 2018)
Piscataway, NJ, USA : IEEE. 2017
Bashbaghi, Saman, Granger, Eric, Sabourin, Robert et Bilodeau, Guillaume-Alexandre.
2017.
« Dynamic ensembles of exemplar-SVMs for still-to-video face recognition ».
Pattern Recognition, vol. 69.
pp. 61-81.
Bashbaghi, Saman, Granger, Eric, Sabourin, Robert et Bilodeau, Guillaume-Alexandre.
2017.
« Dynamic selection of exemplar-SVMs forwatch-list screening through domain adaptation ».
In 6th International Conference on Pattern Recognition Applications and Methods (ICPRAM 2017) (Porto, Portugal, Feb. 24-26, 2017)
pp. 738-745.
SciTePress.
Bashbaghi, Saman, Granger, Eric, Sabourin, Robert et Bilodeau, Guillaume-Alexandre.
2017.
« Robust watch-list screening using dynamic ensembles of SVMs based on multiple face representations ».
Machine Vision and Applications, vol. 28, nº 1/2.
pp. 219-241.
Cruz, Rafael M. O., Sabourin, Robert et Cavalcanti, George D. C..
2017.
« Analyzing different prototype selection techniques for dynamic classifier and ensemble selection ».
In International Joint Conference on Neural Networks (Anchorage, AK, USA, May 14-19, 2017)
pp. 3959-3966.
IEEE.
Cruz, Rafael M. O., Sabourin, Robert et Cavalcanti, George D. C..
2017.
« META-DES.Oracle: Meta-learning and feature selection for dynamic ensemble selection ».
Information Fusion, vol. 38.
pp. 84-103.
Cruz, Rafael M. O., Zakane, Hiba H., Sabourin, Robert et Cavalcanti, George D. C..
2017.
« Dynamic ensemble selection VS K-NN: why and when dynamic selection obtains higher classification performance? ».
In Seventh International Conference on Image Processing Theory, Tools and Applications (IPTA 2017) (Montréal, QC, Canada, 28 nov. - 1er dec. 2017)
Piscataway, NJ, USA : IEEE.
Diaz, Moise, Ferrer, Miguel A., Eskander, George S. et Sabourin, Robert.
2017.
« Generation of duplicated off-line signature images for verification systems ».
IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 39, nº 5.
pp. 951-964.
Ekladious, George, Sabourin, Robert et Granger, Eric.
2017.
« Learning global-local distance metrics for signature-based biometric cryptosystems ».
Cryptography, vol. 1, nº 3.
Hafemann, Luiz G., Sabourin, Robert et Oliveira, Luiz S..
2017.
« Learning features for offline handwritten signature verification using deep convolutional neural networks ».
Pattern Recognition, vol. 70.
pp. 163-176.
Hafemann, Luiz G., Sabourin, Robert et Oliveira, Luiz S..
2017.
« Offline handwritten signature verification - literature review ».
In Seventh International Conference on Image Processing Theory, Tools and Applications (IPTA) (Montreal, QC, Canada, Nov. 28 - Dec. 01, 2017)
Piscataway, NJ, USA : IEEE.
Levesque, Julien-Charles, Durand, Audrey, Gagné, Christian et Sabourin, Robert.
2017.
« Bayesian optimization for conditional hyperparameter spaces ».
In 2017 International Joint Conference on Neural Networks (IJCNN) (Anchorage, AK, USA, May 14-19, 2017)
pp. 286-293.
Piscataway, NJ, USA : IEEE.
Oliveira, Dayvid V. R., Cavalcanti, George D. C. et Sabourin, Robert.
2017.
« Online pruning of base classifiers for Dynamic Ensemble Selection ».
Pattern Recognition, vol. 72.
pp. 44-58.
Silva, Eunelson J., Britto, Alceu S., Oliveira, Luiz S., Enembreck, Fabricio, Sabourin, Robert et Koerich, Alessandro L..
2017.
« A two-step cascade classification method ».
In 2017 International Joint Conference on Neural Networks (IJCNN) (Anchorage, AK, USA, May 14-19, 2017)
pp. 573-580.
Piscataway, NJ, USA : IEEE.
Souza, Mariana A., Cavalcanti, George D. C., Cruz, Rafael M. O. et Sabourin, Robert.
2017.
« On the characterization of the Oracle for dynamic classifier selection ».
In International Joint Conference on Neural Networks (IJCNN) (Anchorage, AK, USA, May 08-12, 2017)
pp. 332-339.
IEEE. 2016
Bernard, Simon, Chatelain, Clément, Adam, Sébastien et Sabourin, Robert.
2016.
« The Multiclass ROC Front method for cost-sensitive classification ».
Pattern Recognition, vol. 52.
pp. 46-60.
Bertolini, Diego, Oliveira, Luiz S. et Sabourin, Robert.
2016.
« Multi-script writer identification using dissimilarity ».
In 23rd International Conference on Pattern Recognition (ICPR) (Cancún, México, Dec. 04-08, 2016)
pp. 3025-3030.
Piscataway, NJ, USA : IEEE.
Brun, André L., Britto, Alceu S., Oliveira, Luiz S., Enembreck, Fabricio et Sabourin, Robert.
2016.
« Contribution of data complexity features on dynamic classifier selection ».
In International Joint Conference on Neural Networks (IJCNN) (Vancouver, BC, Canada, July 24-29, 2016)
pp. 4396-4403.
Piscataway, NJ, USA : IEEE.
Corriveau, Guillaume, Guilbault, Raynald, Tahan, Antoine et Sabourin, Robert.
2016.
« Bayesian network as an adaptive parameter setting approach for genetic algorithms ».
Complex & Intelligent Systems, vol. 2, nº 1.
pp. 1-22.
Dewan, M. Ali Akber, Granger, É., Marcialis, G. L., Sabourin, R. et Roli, F..
2016.
« Adaptive appearance model tracking for still-to-video face recognition ».
Pattern Recognition, vol. 49.
pp. 129-151.
Diaz, Moises, Ferrer, Miguel A. et Sabourin, Robert.
2016.
« Approaching the intra-class variability in multi-script static signature evaluation ».
In 23rd International Conference on Pattern Recognition (ICPR) (Cancún, México, Dec. 04-08, 2016)
pp. 1147-1152.
IEEE.
Dubos, Clement, Bernard, Simon, Adam, Sebastien et Sabourin, Robert.
2016.
« ROC-based cost-sensitive classification with a reject option ».
In 23rd International Conference on Pattern Recognition, (ICPR) (Cancún, México, Dec. 04-08, 2016)
pp. 3320-3325.
IEEE.
Hafemann, Luiz G., Sabourin, Robert et Oliveira, Luiz S..
2016.
« Analyzing features learned for Offline Signature Verification using Deep CNNs ».
In 23rd International Conference on Pattern Recognition (ICPR) (Cancún, México, Dec. 04-08, 2016)
pp. 2989-2994.
IEEE.
Hafemann, Luiz G., Sabourin, Robert et Oliveira, Luiz S..
2016.
« Writer-independent feature learning for Offline Signature Verification using Deep Convolutional Neural Networks ».
In International Joint Conference on Neural Networks (IJCNN) (Vancouver, BC, Canada, July 24-29, 2016)
pp. 2576-2583.
IEEE.
Lévesque, Julien-Charles, Gagné, Christian et Sabourin, Robert.
2016.
« Bayesian hyperparameter optimization for ensemble learning ».
In Conference on Uncertainty in Artificial Intelligence (UAI) (Jersey City, NJ, USA, June 25-29, 2016)
pp. 437-446.
Association for Uncertainty in Artificial Intelligence (AUAI).
Lisboa De Almeida, Paulo R., Oliveira, Luiz S., De Souza Britto, Alceu et Sabourin, Robert.
2016.
« Handling concept drifts using dynamic selection of classifiers ».
In IEEE 28th International Conference on Tools with Artificial Intelligence (ICTAI) (San Jose, CA, USA, Nov. 06-08, 2016)
pp. 989-995.
IEEE Computer Society.
Roy, Anandarup, Cruz, Rafael M. O., Sabourin, Robert et Cavalcanti, George D. C..
2016.
« Meta-learning recommendation of default size of classifier pool for META-DES ».
Neurocomputing, vol. 216.
pp. 351-362.
Roy, Anandarup, Cruz, Rafael M. O., Sabourin, Robert et Cavalcanti, George D. C..
2016.
« Meta-regression based pool size prediction scheme for dynamic selection of classifiers ».
In 23rd International Conference on Pattern Recognition (ICPR) (Cancún, México, Dec. 04-08, 2016)
pp. 216-221.
Piscataway, NJ, USA : IEEE.
Vellasques, Eduardo, Sabourin, Robert et Granger, Éric.
2016.
« A dual-purpose memory approach for dynamic particle swarm optimization of recurrent problems ».
In
Recent Advances in Computational Intelligence in Defense and Security.
Coll. « Studies in Computational Intelligence », Part III, vol. 621.
pp. 367-389. Springer International Publishing. 2015
Bashbaghi, Saman, Granger, Éric, Sabourin, Robert et Bilodeau, Guillaume-Alexandre.
2015.
« Ensembles of exemplar-SVMs for video face recognition from a single sample per person ».
In 2015 12th IEEE International Conference on Advanced Video and Signal based Surveillance (AVSS) (Karlsruhe, Germany, Aug. 25-28 2015)
IEEE.
Bassani de Freitas, Marcelo, Cavalcanti, George D. C. et Sabourin, Robert.
2015.
« Transducer state prediction system for smart environment intelligent control ».
In The 4th Brazilian Conference on Intelligent Systems (BRACIS) (Natal, RN, Brazil, Nov. 4-7, 2015)
pp. 270-275.
Bertolini, Diego, Oliveira, Luiz S. et Sabourin, Robert.
2015.
« Improving writer identification through writer selection ».
In Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications : 20th Iberoamerican Congress, CIARP 2015, Montevideo, Uruguay, November 9-12, 2015, Proceedings (Montevideo, Uruguay, Nov. 9-12, 2015)
Coll. « Lecture Notes in Computer Science », vol. 9423.
pp. 168-175.
Cham : Springer International Publishing.
Corriveau, Guillaume, Guilbault, Raynald, Tahan, Antoine et Sabourin, R..
2015.
« Evaluation of genotypic diversity measurements exploited in real-coded representation ».
arXiv. 13 p.
Cruz, Rafael M. O., Sabourin, Robert et Cavalcanti, George D. C..
2015.
« A DEEP analysis of the META-DES framework for dynamic selection of ensemble of classifiers ».
arXiv. 47 p.
Cruz, Rafael M. O., Sabourin, Robert et Cavalcanti, George D. C..
2015.
« META-DES.H: A dynamic ensemble selection technique using meta-learning and a dynamic weighting approach ».
In 2015 International Joint Conference on Neural Networks (IJCNN) (Killarney, Ireland, July 12-17, 2015)
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Cruz, Rafael M. O., Sabourin, Robert, Cavalcanti, George D. C. et Ing Ren, Tsang.
2015.
« META-DES: A dynamic ensemble selection framework using meta-learning ».
Pattern Recognition, vol. 48, nº 5.
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De La Torre, Miguel, Granger, Éric et Sabourin, Robert.
2015.
« Adaptive skew-sensitive fusion of ensembles and their application to face re-identification ».
In International Joint Conference on Neural Networks 2015 (Killarney, Ireland, July 12-17, 2015)
De-la-Torre, Miguel, Granger, Éric, Radtke, Paulo V. W., Sabourin, Robert et Gorodnichy, Dmitry O..
2015.
« Partially-supervised learning from facial trajectories for face recognition in video surveillance ».
Information Fusion, vol. 24.
pp. 31-53.
De-la-Torre, Miguel, Granger, Éric, Sabourin, Robert et Gorodnichy, Dmitry O..
2015.
« Adaptive skew-sensitive ensembles for face recognition in video surveillance ».
Pattern Recognition, vol. 48, nº 11.
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De-la-Torre, Miguel, Granger, Éric, Sabourin, Robert et Gorodnichy, Dmitry O..
2015.
« An adaptive ensemble-based system for face recognition in person re-identification ».
Machine Vision and Applications, vol. 26, nº 6.
pp. 741-773.
De-la-Torre, Miguel, Granger, Eric, Sabourin, Robert et Gorodnichy, Dmitry O..
2015.
« Individual-specific management of reference data in adaptive ensembles for face re-identification ».
IET Computer Vision, vol. 9, nº 5.
pp. 732-740.
Dewan, M. Ali Akber, Granger, E., Sabourin, R., Marcialis, G. L. et Roli, F..
2015.
« Video face recognition from a single still image using an adaptive appearance model tracker ».
In 2015 IEEE Symposium Series on Computational Intelligence (Cape Town, South Africa, Dec. 7-10, 2015)
pp. 196-202.
IEEE.
Hafemann, Luiz G., Oliveira, Luiz S., Cavalin, Paulo R. et Sabourin, Robert.
2015.
« Transfer learning between texture classification tasks using Convolutional Neural Networks ».
In International Joint Conference on Neural Networks (IJCNN) (Killarney, Ireland, July 12-17, 2015)
Institute of Electrical and Electronics Engineers Inc..
Ko, Albert Hung-Ren, Jousselme, Anne-Laure, Sabourin, Robert et Gagnon, François.
2015.
« A dominance-based stepwise approach for sensor placement optimization ».
Applied Soft Computing, vol. 28.
pp. 466-482.
Martins, J. G., Oliveira, L. S., Britto, A. S. et Sabourin, Robert.
2015.
« Forest species recognition based on dynamic classifier selection and dissimilarity feature vector representation ».
Machine Vision and Applications, vol. 26, nº 2-3.
pp. 279-293.
Pagano, C., Granger, E., Sabourin, R., Marcialis, G. L. et Roli, F..
2015.
« Adaptive classification for person re-identification driven by change detection ».
In ICPRAM 2015 - 4th International Conference on Pattern Recognition Applications and Methods, Proceedings (Lisbon, Portugal, Jan. 10-15, 2015)
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SciTePress.
Pagano, C., Granger, E., Sabourin, R., Tuveri, P., Marcialis, G. L. et Roli, F..
2015.
« Context-sensitive self-updating for adaptive face recognition ».
In
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pp. 9-34. Springer International Publishing.
Shah, Alpa Jayesh, Desrosiers, Christian et Sabourin, Robert.
2015.
« Contextual anomaly detection using log-linear tensor factorization ».
In Advances in Knowledge Discovery and Data Mining : 19th Pacific-Asia Conference, PAKDD 2015. Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part II (Ho Chi Minh City, Vietnam, May 19-22, 2015)
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Cham, Switzerland : Springer International Publishing.
Vriesmann, Leila M., Britto, Alceus S. Jr., Oliveira, Luiz S., Koerich, Alessandro L. et Sabourin, Robert.
2015.
« Combining overall and local class accuracies in an oracle-based method for dynamic ensemble selection ».
In 2015 International Joint Conference on Neural Networks (IJCNN) (Killarney, Ireland, July 12-17, 2015)
Piscataway, NJ, USA : IEEE. 2014
Bashbaghi, Saman, Granger, Eric, Sabourin, Robert et Bilodeau, Guillaume-Alexandre.
2014.
« Watch-list screening using ensembles based on multiple face representations ».
In Proceedings - International Conference on Pattern Recognition (Stockholm, Sweden, Aug. 24-28, 2014)
pp. 4489-4494.
IEEE.
Beauchemin-Turcotte, M., Gauthier, Guy et Sabourin, Robert.
2014.
« Design of fuzzy terminal iterative learning control based on internal model control ».
In 2014 22nd Mediterranean Conference on Control and Automation (MED) (Palermo, Italy, June 16-19, 2014)
pp. 463-468.
Piscataway, N. J., USA : IEEE.
Bernard, Simon, Chatelain, Clément, Adam, Sébastien et Sabourin, Robert.
2014.
« Apprentissage multiclasse en environnement incertain ».
In XXième rencontre de la société francophone de classification (Rabat, Maroc, 10-12 sept. 2014)
Bertolini, D., Oliveira, L. S., Justino, E. et Sabourin, Robert.
2014.
« Assessing textural features for writer identification on different writing styles and forgeries ».
In 2014 22nd International Conference on Pattern Recognition (ICPR) (Stockholm, Sweden, Aug. 24-28, 2014)
pp. 268-272.
Los Alamitos, CA, USA : IEEE Computer Society.
Britto Jr, Alceu S., Sabourin, Robert et Oliveira, Luiz E. S..
2014.
« Dynamic selection of classifiers-A comprehensive review ».
Pattern Recognition, vol. 47, nº 11.
pp. 3665-3680.
Cruz, R. M. O., Sabourin, Robert et Cavalcanti, G. D. C..
2014.
« On meta-learning for dynamic ensemble selection ».
In 2014 22nd International Conference on Pattern Recognition (ICPR) (Stockholm, Sweden, Aug. 24-28, 2014)
pp. 1230-1235.
Los Alamitos, CA, USA : IEEE Computer Society.
Cruz, Rafael M. O., Sabourin, Robert et Cavalcanti, George D. C..
2014.
« Analyzing dynamic ensemble selection techniques using dissimilarity analysis ».
In Artificial Neural Networks in Pattern Recognition : 6th IAPR TC 3 International Workshop, ANNPR 2014, Montreal, QC, Canada, October 6-8, 2014. Proceedings (Montreal, QC, Canada, Oct. 6-8, 2014)
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pp. 59-70.
Cham, Switzerland : Springer International Publishing.
De-la-Torre, M., Granger, Eric, Radtke, P., Sabourin, R. et Gorodnichy, D. O..
2014.
« Self-updating with facial trajectories for video-to-video face recognition ».
In 2014 22nd International Conference on Pattern Recognition (ICPR) (Stockholm, Sweden, Aug. 24-28, 2014)
pp. 1669-1674.
Los Alamitos, CA, USA : IEEE Computer Society.
Eskander, George S., Sabourin, Robert et Granger, Éric.
2014.
« A bio-cryptographic system based on offline signature images ».
Information Sciences, vol. 259.
pp. 170-191.
Eskander, George S., Sabourin, Robert et Granger, Éric.
2014.
« Improving signature-based biometric cryptosystems using Cascaded Signature Verification-Fuzzy Vault (SV-FV) approach ».
In Proceedings. 2014 14th International Conference on Frontiers in Handwriting Recognition (ICFHR) (Heraklion, Sept. 1-4, 2014)
pp. 187-192.
Los Alamitos, CA, USA : IEEE Computer Society.
Eskander, George S., Sabourin, Robert et Granger, Éric.
2014.
« Offline signature-based fuzzy vault: A review and new results ».
In 2014 IEEE Symposium on Computational Intelligence in Biometrics and Identity Management (CIBIM) (Orlando, FL, USA, Dec. 9-12, 2014)
pp. 45-52.
IEEE Computer Society.
Farias, William. C., Justino, Edson J. R., Facon, Jacques, Oliveira, Luiz E. S. et Sabourin, Robert.
2014.
« Off-line signature verification using a mixed segmentation ».
In Xth Workshop de Visãon Computational (WVC 2014) (Uberlândia, Brazil, Oct. 6-8, 2014)
pp. 119-124.
Universidade Federal de Uberlandia.
Ko, Albert Hung-Ren, Sabourin, Robert, Britto Jr., Alceu S. et Oliveira, Luiz E. S..
2014.
« A classifier-free ensemble selection method based on data diversity in random subspaces ».
arXiv. 24 p.
Pagano, C., Granger, É., Sabourin, R., Rattani, A., Marcialis, G. L. et Roli, F..
2014.
« Efficient adaptive face recognition systems based on capture conditions ».
In 2014 IEEE Symposium on Computational Intelligence in Biometrics and Identity Management (CIBIM). Proceedings (Orlando, FL, U.S.A, Dec. 9-12, 2014)
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Piscataway, NJ, USA : IEEE.
Pagano, C., Granger, Éric, Sabourin, Robert, Marcialis, G. L. et Roli, F..
2014.
« Adaptive ensembles for face recognition in changing video surveillance environments ».
Information Sciences, vol. 286.
pp. 75-101.
Pagano, Christophe, Granger, Éric, Sabourin, Robert, Marcialis, Gian Luca et Roli, Fabio.
2014.
« Dynamic weighted fusion of adaptive classifier ensembles based on changing data streams ».
In Artificial Neural Networks in Pattern Recognition. 6th IAPR TC 3 International Workshop, ANNPR 2014. Proceedings (Montreal, QC, Canada, Oct. 6-8, 2014)
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Cham, Switzerland : Springer International Publishing.
Rabil, Bassem S., Sabourin, Robert et Granger, Éric.
2014.
« Rapid blockwise multi-resolution clustering of facial images for intelligent watermarking ».
Machine Vision and Applications, vol. 25, nº 2.
pp. 277-300.
Radtke, Paulo V. W., Granger, Éric, Sabourin, Robert et Gorodnichy, Dmitry O..
2014.
« Skew-sensitive boolean combination for adaptive ensembles - An application to face recognition in video surveillance ».
Information Fusion, vol. 20, nº 1.
pp. 31-48. 2013
Batista, Luana, Badri, Bechir, Sabourin, Robert et Thomas, Marc.
2013.
« A classifier fusion system for bearing fault diagnosis ».
Expert Systems with Applications, vol. 40, nº 17.
pp. 6788-6797.
Bertolini, D., Oliveira, L. S., Justino, E. et Sabourin, Robert.
2013.
« Texture-based descriptors for writer identification and verification ».
Expert Systems with Applications, vol. 40, nº 6.
pp. 2069-2080.
Carbonneau, M. A., Gagnon, Ghyslain, Sabourin, Robert et Dubois, J..
2013.
« Recognition of blowing sound types for real-time implementation in mobile devices ».
In 2013 IEEE 11th International New Circuits and Systems Conference (NEWCAS) (Paris, France, June 16-19, 2013)
Piscataway, N. J., USA : IEEE.
Cavalin, Paulo R., Sabourin, Robert et Suen, Ching Y..
2013.
« Dynamic selection approaches for multiple classifier systems ».
Neural Computing and Applications, vol. 22, nº 3-4.
pp. 673-688.
Connolly, Jean-François, Granger, Eric et Sabourin, Robert.
2013.
« Dynamic multi-objective evolution of classifier ensembles for video face recognition ».
Applied Soft Computing, vol. 13, nº 6.
pp. 3149-3166.
Connolly, Jean-François, Granger, Éric et Sabourin, Robert.
2013.
« Evolving classifier ensembles using dynamic multi-objective swarm intelligence ».
In Proceedings of the 2nd International Conference on Pattern Recognition Applications and Methods (Barcelona, Spain, Feb. 15-18, 2013)
pp. 206-215.
SciTePress.
Corriveau, Guillaume, Guilbault, Raynald, Tahan, Antoine et Sabourin, Robert.
2013.
« Review of phenotypic diversity formulations for diagnostic tool ».
Applied Soft Computing, vol. 13, nº 1.
pp. 9-26.
Cruz, R. M. O., Cavalcanti, G. D. C., Ing Ren, Tsang et Sabourin, Robert.
2013.
« Feature representation selection based on Classifier Projection Space and Oracle analysis ».
Expert Systems with Applications, vol. 40, nº 9.
pp. 3813-3827.
De-la-Torre, M., Granger, Éric, Sabourin, Robert et Gorodnichy, D. O..
2013.
« An Individual-Specific Strategy for Management of Reference Data in Adaptive Ensembles for Person Re-Identification ».
In 5th International Conference on Imaging for Crime Detection and Prevention (ICDP 2013) (London, UK, Dec. 16-17, 2013)
Stevenage, UK : IET.
Dewan, M. Ali Akber, Granger, Éric, Roli, F., Sabourin, Robert et Marcialis, G. L..
2013.
« Comparison of adaptive appearance methods for tracking faces in video surveillance ».
In 5th International Conference on Imaging for Crime Detection and Prevention, ICDP 2013 (London, UK, Dec. 16-17, 2013)
Institution of Engineering and Technology.
Eskander, George S., Sabourin, Robert et Granger, Éric.
2013.
« A dissimilarity-based approach for biometric fuzzy vaults - Application to handwritten signature images ».
In New Trends in Image Analysis and Processing - ICIAP 2013 International Workshops, Naples, Italy, September 9-13, 2013. Proceedings (Naples, Italy, Sept. 9-13, 2013)
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Heidelberg, Germany : Springer Verlag.
Eskander, George S., Sabourin, Robert et Granger, Eric.
2013.
« Dissimilarity representation for handwritten signature verification ».
In CEUR Workshop Proceedings (Washington D.C., USA, Aug. 22-23, 2013)
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CEUR-WS.
Eskander, George S., Sabourin, Robert et Granger, Éric.
2013.
« Hybrid writer-independent writer-dependent offline signature verification system ».
[Article de conférence]. IET Biometrics, vol. 2, nº 4.
pp. 169-181.
Eskander, George S., Sabourin, Robert et Granger, Éric.
2013.
« On the dissimilarity representation and prototype selection for signature-based bio-cryptographic systems ».
In Similarity-Based Pattern Recognition : Second International Workshop, SIMBAD 2013, York, UK, July 3-5, 2013. Proceedings (York, UK, July 3-5, 2013)
Coll. « Lecture Notes in Computer Science », vol. 7953.
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Heidelberg, Germany : Springer Verlag.
Eskander, George S., Sabourin, Robert et Granger, Eric.
2013.
« Towards automated transactions based on the offline handwritten signatures ».
In Machine Learning and Data Mining in Pattern Recognition : 1st WIPRA Workshop on Intelligent Pattern Recognition and Analysis : Poster and WIPRA Workshop Proceedings (New York, NY, USA, July 19-25, 2013)
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Ibai Publishing.
Ko, Albert H. R., Sabourin, Robert et Gagnon, François.
2013.
« Performance of distributed multi-agent multi-state reinforcement spectrum management using different exploration schemes ».
Expert Systems with Applications, vol. 40, nº 10.
pp. 4115-4126.
Ko, Albert Hung-Ren et Sabourin, Robert.
2013.
« Single Classifier-based Multiple Classification Scheme for weak classifiers: An experimental comparison ».
Expert Systems with Applications, vol. 40, nº 9.
pp. 3606-3622.
Ko, Albert Hung-Ren et Sabourin, Robert.
2013.
« Single classifier based multiple classifications ».
In Multiple Classifier Systems : 11th International Workshop, MCS 2013, Nanjing, China, May 15-17, 2013. Proceedings (Nanjing, China, May 15-17, 2013)
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pp. 134-145.
Springer-Verlag.
Lévesque, Julien-Charles, Gagné, Christian et Sabourin, Robert.
2013.
« Ensembles of budgeted kernel support vector machines for parallel large scale learning ».
In NIPS Workshop on Big Learning: Advances in Algorithms and Data Management (Lake Tahoe, NV, USA, Dec 9, 2013)
Martins, J., Oliveira, L. S., Nisgoski, S. et Sabourin, R..
2013.
« A database for automatic classification of forest species ».
Machine Vision and Applications, vol. 24, nº 3.
pp. 567-578.
Rabil, Bassem S., Sabourin, Robert et Granger, Eric.
2013.
« Securing mass biometric templates using blockwise multi-resolution clustering watermarking ».
In Machine Learning and Data Mining in Pattern Recognition : 1st WIPRA Workshop on Intelligent Pattern Recognition and Analysis : Poster and WIPRA Workshop Proceedings (New York, NY, USA, July 19-25, 2013)
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Ibai Publishing.
Rabil, Bassem S., Tliba, Safa, Granger, Éric et Sabourin, Robert.
2013.
« Securing high resolution grayscale facial captures using a blockwise coevolutionary GA ».
Expert Systems with Applications, vol. 40, nº 17.
pp. 6693-6706.
Radtke, Paulo, Sabourin, Robert et Gorodnichy, Dmitry.
2013.
« Adaptive ensemble selection for face re-identification under class imbalance ».
In Multiple Classifier Systems : 11th International Workshop, MCS 2013, Nanjing, China, May 15-17, 2013. Proceedings (Nanjing, China, May 15-17, 2013)
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Springer-Verlag.
Ribas, F. C., Oliveira, L. S., Britto, A. S. et Sabourin, Robert.
2013.
« Handwritten digit segmentation: a comparative study ».
International Journal on Document Analysis and Recognition, vol. 16, nº 2.
pp. 127-137.
Rivard, Dominique, Granger, Éric et Sabourin, Robert.
2013.
« Multi-feature extraction and selection in writer-independent off-line signature verification ».
International Journal on Document Analysis and Recognition, vol. 16, nº 1.
pp. 83-103.
Vellasques, E., Sabourin, Robert et Granger, Éric.
2013.
« Fast intelligent watermarking of heterogeneous image streams through mixture modeling of PSO populations ».
Applied Soft Computing, vol. 13, nº 6.
pp. 3130-3148.
Vellasques, Eduardo, Sabourin, Robert et Granger, Éric.
2013.
« DS-DPSO: A dual surrogate approach for intelligent watermarking of bi-tonal document image streams ».
Expert Systems with Applications, vol. 40, nº 13.
pp. 5240-5259. 2012
Batista, L., Granger, E. et Sabourin, R..
2012.
« Dynamic selection of generative-discriminative ensembles for off-line signature verification ».
Pattern Recognition, vol. 45, nº 4.
pp. 1326-1340.
Batista, Luana, Badri, Bechir, Sabourin, Robert et Thomas, Marc.
2012.
« Detecting bearing defects under high noise levels: A classifier fusion approach ».
In 38th Annual Conference on IEEE Industrial Electronics Society, IECON 2012 (Montreal, QC, Canada, Oct. 25-28, 2012)
pp. 3880-3886.
Washington, DC : IEEE Computer Society.
Coetzer, Johannes, Swanepoel, Jacques et Sabourin, Robert.
2012.
« Efficient cost-sensitive human-machine collaboration for offline signature verification ».
In Document Recognition and Retrieval XIX (Burlingame, CA, USA, Jan. 25-26, 2012 )
Coll. « Proceedings of SPIE », vol. 8297.
Burlingame, CA, USA : SPIE.
Connolly, J. F., Granger, E. et Sabourin, R..
2012.
« Evolution of heterogeneous ensembles through dynamic particle swarm optimization for video-based face recognition ».
Pattern Recognition, vol. 45, nº 7.
pp. 2460-2477.
Connolly, Jean-François, Granger, Éric et Sabourin, Robert.
2012.
« An adaptive classification system for video-based face recognition ».
Information Sciences, vol. 192.
pp. 50-70.
Connolly, Jean-François, Granger, Éric et Sabourin, Robert.
2012.
« On the correlation between genotype and classifier diversity ».
In 21st International Conference on Pattern Recognition (ICPR) (Tsukuba, Japan, Nov. 11-15, 2012)
pp. 1068-1071.
Piscataway, NJ : Institute of Electrical and Electronics Engineers Inc..
Corriveau, Guillaume, Guilbault, Raynald, Tahan, Antoine et Sabourin, Robert.
2012.
« Review and study of genotypic diversity measures for real-coded representations ».
IEEE Transactions on Evolutionary Computation, vol. 16, nº 5.
pp. 695-710.
De-la-Torre, M., Granger, Éric, Radtke, P. V. W., Sabourin, Robert et Gorodnichy, D. O..
2012.
« Incremental update of biometric models in face-based video surveillance ».
In The 2012 International Joint Conference on Neural Networks (IJCNN) (Brisbane, Australia, June 10-15, 2012)
Piscataway, NJ, USA : IEEE.
De-la-Torre, M., Radtke, P. V. W., Granger, Éric, Sabourin, Robert et Gorodnichy, D. O..
2012.
« A comparison of adaptive matchers for screening of faces in video surveillance ».
In 2012 IEEE Symposium on Computational Intelligence for Security and Defence Applications (CISDA) (Ottawa, ON, Canada, July 11-13, 2012)
Piscataway, NJ, USA : IEEE.
Eskander, George S., Sabourin, Robert et Granger, Éric.
2012.
« Adaptation of writer-independent systems for offline signature verification ».
In 2012 International Conference on Frontiers in Handwriting Recognition (ICFHR) (Bari, Italy, Sept.18-20, 2012)
pp. 434-439.
Los Alamitos, CA : IEEE Computer Society.
Garcia-Cano, Edgar C., Rabil, Bassem S. et Sabourin, Robert.
2012.
« A parallel watermarking application on a GPU ».
In Congreso internacional de investigacin̤ en nuevas tecnologa̕s informt̀icas (CIINTI 2012) (Tunja, Colombia, Sept. 14, 2012)
Tunja Universidad Santo Toms̀.
Granger, Éric, Khreich, W., Sabourin, Robert et Gorodnichy, D. O..
2012.
« Fusion of biometric systems using Boolean combination: an application to iris-based authentication ».
International Journal of Biometrics, vol. 4, nº 3.
pp. 291-315.
Hanusiak, R. K., Oliveira, L. S., Justino, E. et Sabourin, R..
2012.
« Writer verification using texture-based features ».
International Journal on Document Analysis and Recognition, vol. 15, nº 3.
pp. 213-226.
Kapp, Marcelo N., Sabourin, Robert et Maupin, Patrick.
2012.
« A dynamic model selection strategy for support vector machine classifiers ».
Applied Soft Computing, vol. 12, nº 8.
pp. 2550-2565.
Khreich, Wael, Granger, Éric, Miri, Ali et Sabourin, Robert.
2012.
« A survey of techniques for incremental learning of HMM parameters ».
Information Sciences, vol. 197.
pp. 105-130.
Khreich, Wael, Granger, Éric, Miri, Ali et Sabourin, Robert.
2012.
« Adaptive ROC-based ensembles of HMMs applied to anomaly detection ».
Pattern Recognition, vol. 45, nº 1.
pp. 208-230.
Levesque, Julien-Charles, Durand, Audrey, Gagne, Christian et Sabourin, Robert.
2012.
« Multi-objective evolutionary optimization for generating ensembles of classifiers in the ROC space ».
In GECCO'12 : Proceedings of the fourteenth international conference on Genetic and evolutionary computation conference (Philadelphia, PA, USA, July 7-11, 2012)
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New-York, NY : Association for Computing Machinery.
Martins, J. G., Oliveira, L. S. et Sabourin, Robert.
2012.
« Combining textural descriptors for forest species recognition ».
In 38th Annual Conference on IEEE Industrial Electronics Society, IECON 2012 (Montreal, QC, Canada, Oct. 25-28, 2012)
pp. 1483-1488.
Washington, DC : IEEE Computer Society.
P.R., Cavalin, Robert, Sabourin et C.Y., Suen.
2012.
« LOGID : An adaptive framework combining local and global incremental learning for dynamic selection of ensembles of HMMs ».
[Article de conférence]. Pattern Recognition, vol. 45, nº 9.
pp. 3544-3556.
Pagano, Christophe, Granger, Éric, Sabourin, Robert et Gorodnichy, Dmitry O..
2012.
« Detector ensembles for face recognition in video surveillance ».
In The 2012 International Joint Conference on Neural Networks (IJCNN) (Brisbane, Australia, June 10-15, 2012)
Piscataway, N.J. : Institute of Electrical and Electronics Engineers Inc..
Radtke, Paulo V. W., Granger, Éric, Sabourin, Robert et Gorodnichy, Dmitry.
2012.
« Adaptive selection of ensembles for imbalanced class distributions ».
In 21st International Conference on Pattern Recognition (ICPR) (Tsukuba, Japan, Nov. 11-15, 2012)
pp. 2980-2984.
Piscataway, NJ : Institute of Electrical and Electronics Engineers Inc..
Ribas, Felipe, Oliveira, Luiz S., Britto Jr, Alceu S. et Sabourin, Robert.
2012.
« Assessing handwitten digit segmentation algorithms ».
In SAC 2012 Proceedings of the 27th Annual ACM Symposium on Applied Computing (Trento, Italy, Mar. 26-30, 2012)
pp. 772-776.
Association for Computing Machinery.
Vellasques, Eduardo, Sabourin, Robert et Granger, Éric.
2012.
« Gaussian mixture modeling for dynamic particle swarm optimization of recurrent problems ».
In GECCO'12 : Proceedings of the fourteenth international conference on Genetic and evolutionary computation conference (Philadelphia, PA, USA, July 7-11, 2012)
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New York, N.Y. : Association for Computing Machinery.
Vriesmann, Leila Maria, De Souza Britto Jr, Alceu, De Oliveira, Luiz Eduardo Soares, Sabourin, Robert et Ko, Albert Houng-Ren.
2012.
« Improving a dynamic ensemble selection method based on oracle information ».
International Journal of Innovative Computing and Applications, vol. 4, nº 3-4.
pp. 184-200. 2011
Batista, Luana, Granger, Éric et Sabourin, Robert.
2011.
« Dynamic ensemble selection for off-line signature verification ».
In 10th International Workshop on Multiple Classifier Systems (MCS) (Naples, Italy, June 15-17, 2011)
Coll. « Lecture Notes in Computer Science », vol. 6713.
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Germany : Springer Verlag.
Connolly, Jean-François, Granger, Éric et Sabourin, Robert.
2011.
« Comparing dynamic PSO algorithms for adapting classifier ensembles in video-based face recognition ».
In IEEE Workshop on Computational Intelligence in Biometrics and Identity Management (CIBIM) (Paris, France, Apr. 11-15, 2011)
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Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
Dos Santos, Eulanda M. et Sabourin, Robert.
2011.
« Classifier ensembles optimization guided by population oracle ».
In IEEE Congress of Evolutionary Computation (CEC) (New Orleans, LA, USA, June 5-8, 2011)
pp. 693-698.
Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
Eskander, George S., Sabourin, Robert et Granger, Éric.
2011.
« Signature based Fuzzy Vaults with boosted feature selection ».
In IEEE Workshop on Computational Intelligence in Biometrics and Identity Management (CIBIM) (Paris, France, Apr. 11-15, 2011)
pp. 131-138.
Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
Gorodnichy, Dmitry O., Dubrofsky, Elan, Hoshino, Richard, Khreich, Wael, Granger, Éric et Sabourin, Robert.
2011.
« Exploring the upper bound performance limit of iris biometrics using score calibration and fusion ».
In IEEE Workshop on Computational Intelligence in Biometrics and Identity Management (CIBIM) (Paris, France, Apr. 11-15, 2011)
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Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
Hirabara, Luciane Y., Aires, Simone B. K., Freitas, Cinthia O. A., Britto Jr, Alceu S. et Sabourin, Robert.
2011.
« Dynamic zoning selection for handwritten character recognition ».
In 16th Iberoamerican Congress on Pattern Recognition (CIARP) (Pucon, Chile, Nov. 15-18, 2011)
Coll. « Lecture Notes in Computer Science », vol. 7042.
pp. 507-514.
Berlin, Germany : Springer Verlag.
Kapp, Marcelo N., Sabourin, Robert et Maupin, Patrick.
2011.
« A dynamic optimization approach for adaptive incremental learning ».
International journal of intelligent systems, vol. 26, nº 11.
pp. 1101-1124.
Khreich, Wael, Granger, Éric, Miri, Ali et Sabourin, Robert.
2011.
« Incremental boolean combination of classifiers ».
In 10th International Workshop on Multiple Classifier Systems (MCS) (Naples, Italy, June 15-17, 2011)
Coll. « Lecture Notes in Computer Science », vol. 6713.
pp. 340-349.
Germany : Springer Verlag.
Rabil, Bassem S., Sabourin, Robert et Granger, Éric.
2011.
« Impact of watermarking on offline signature verification in intelligent bio-watermarking systems ».
In IEEE Workshop on Computational Intelligence in Biometrics and Identity Management (CIBIM) (Paris, France, Apr. 11-15, 2011)
pp. 13-20.
Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
Rabil, Bassem S., Sabourin, Robert et Granger, Éric.
2011.
« Watermarking stack of grayscale face images as dynamic multi-objective optimization problem ».
In International Conference on Mass Data Analysis of Images and Signals in Medicine, Biotechnology, Chemistry and Food Industry (New York, NY, USA, Aug. 30-Sept. 3, 2011)
pp. 63-77.
Germany : IbaI Publishing.
Radtke, P., Sabourin, R. et Wong, T..
2011.
« Impact of classifier prototyping on classification systems optimization ».
In VIIth Workshop on Computer Vision (Curitiba, Brazil, May 22-25, 2011)
pp. 312-317.
Vellasques, Eduardo, Sabourin, Robert et Granger, Éric.
2011.
« A high throughput system for intelligent watermarking of bi-tonal images ».
Applied Soft Computing, vol. 11, nº 8.
pp. 5215-5229. 2010
Batista, Luana, Granger, Éric et Sabourin, Robert.
2010.
« A multi-classifier system for off-line signature verification based on dissimilarity representation ».
In 9th International Workshop on Multiple Classifier Systems (MCS) (Cairo, Egypt, Apr. 7-9, 2010)
Coll. « Lecture Notes in Computer Science », vol. 5997.
pp. 264-273.
Berlin, Germany : Springer Verlag.
Batista, Luana, Granger, Éric et Sabourin, Robert.
2010.
« Applying dissimilarity representation to off-line signature verification ».
In 20th International Conference on Pattern Recognition (ICPR) (Istanbul, Turkey, Aug. 23-26, 2010)
pp. 1293-1297.
Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
Batista, Luana, Granger, Éric et Sabourin, Robert.
2010.
« Improving performance of HMM-based off-line signature verification systems through a multi-hypothesis approach ».
International Journal on Document Analysis and Recognition, vol. 13, nº 1.
pp. 33-47.
Bertolini, D., Oliveira, Luis S., Justino, Edson José Rodrigues et Sabourin, Robert.
2010.
« Reducing forgeries in writer-independent off-line signature verification through ensemble of classifiers ».
Pattern Recognition, vol. 43, nº 1.
pp. 387-396.
Cavalin, Paulo Rodrigo, Sabourin, Robert et Suen, Ching Y..
2010.
« Dynamic selection of ensembles of classifiers using contextual information ».
In 9th International Workshop on Multiple Classifier Systems (MCS) (Cairo, Egypt, Apr. 7-9, 2010)
Coll. « Lecture Notes in Computer Science », vol. 5997.
pp. 145-154.
Berlin, Germany : Springer Verlag.
Connolly, Jean-François, Granger, Éric et Sabourin, Robert.
2010.
« An adaptive ensemble of fuzzy ARTMAP neural networks for video-based face classification ».
In IEEE Congress on Evolutionary Computation (Barcelona, Spain, July 18-23, 2010)
Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
Granger, Éric, Henniges, Philippe, Sabourin, Robert et Oliveira, Luis S..
2010.
« Match tracking strategies for fuzzy ARTMAP neural networks ».
In
Handbook of Pattern Recognition and Computer Vision.
4th ed.
pp. 73-100. Hackensack, NJ, USA : World Scientific Publishing.
Hanusiak, Regiane Kowalek, Justino, Edson José Rodrigues, Oliveira, Luiz Soares et Sabourin, Robert.
2010.
« Identificação da Autoria de Manuscritos com Base em Atributos Genéticos e Genéricos da Escrita ».
Revista de Informática Teórica e Aplicada , vol. 17, nº 2.
pp. 193-209.
Kapp, Marcelo N., Sabourin, Robert et Maupin, Patrick.
2010.
« Adaptive incremental learning with an ensemble of support vector machines ».
In 20th International Conference on Pattern Recognition (ICPR) (Istanbul, Turkey, Aug. 23-26, 2010)
pp. 4048-4051.
Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers Inc..
Khreich, Wael, Granger, Éric, Miri, Ali et Sabourin, Robert.
2010.
« Boolean combination of classifiers in the ROC space ».
In 20th International Conference on Pattern Recognition (ICPR) (Istanbul, Turkey, Aug. 23-26, 2010)
pp. 4299-4303.
Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
Khreich, Wael, Granger, Éric, Miri, Ali et Sabourin, Robert.
2010.
« Iterative Boolean combination of classifiers in the ROC space : an application to anomaly detection with HMMs ».
Pattern Recognition, vol. 43, nº 8.
pp. 2732-2752.
Khreich, Wael, Granger, Éric, Miri, Ali et Sabourin, Robert.
2010.
« On the memory complexity of the forward-backward algorithm ».
Pattern Recognition Letters, vol. 31, nº 2.
pp. 91-99.
Milgram, J., Sabourin, Robert et Cheriet, Mohamed.
2010.
« Combining model-based and discriminative approaches in a modular two-stage classification system : application to isolated handwritten digit recognition ».
In
Progress in Computer Vision and Image Analysis.
Coll. « Series in Machine Perception and Artificial Intelligence », vol. 73.
pp. 181-205. Singapore, Singapore : World Scientific Publishing Co. Pte. Ltd..
Paula Filho, P. L., Oliveira, Luis S., Britto, Alceu de Souza et Sabourin, Robert.
2010.
« Forest species recognition using color-based features ».
In 20th International Conference on Pattern Recognition (ICPR) (Istanbul, Turkey, Aug. 23-26, 2010)
pp. 4178-4181.
Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers Inc..
Rabil, Bassem S., Sabourin, Robert et Granger, Éric.
2010.
« Intelligent watermarking with multi-objective population based incremental learning ».
In 6th International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP) (Darmstadt, Germany, Oct. 15-17, 2010)
pp. 131-134.
Los Alamitos, CA : Institute of Electrical and Electronics Engineers Computer Society.
Vellasques, Eduardo , Sabourin, Robert et Granger, Éric.
2010.
« Intelligent watermarking of document images as a dynamic optimization problem ».
In 6th International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP) (Darmstadt, Germany, Oct. 15-17, 2010)
pp. 139-142.
Los Alamitos, CA : Institute of Electrical and Electronics Engineers Computer Society.
Vellasques, Eduardo, Granger, Éric et Sabourin, Robert.
2010.
« Intelligent watermarking systems : a survey ».
In
Handbook of Pattern Recognition and Computer Vision.
4th ed.
pp. 687-724. Hackensack, NJ, USA : World Scientific Publishing.
Vriesmann, Leila Maria, Britto, Alceu de Souza, Oliveira, Luiz S., Sabourin, Robert et Ko, Albert Hung-Ren.
2010.
« Using additional neighborhood information in a dynamic ensemble selection method : improving the KNORA approach ».
In 17th International Conference on Systems, Signals and Image Processing (IWSSIP) (Rio de Janeiro, Brazil, June 17-19, 2010)
2009
Batista, Luana, Granger, Éric et Sabourin, Robert.
2009.
« A multi-hypothesis approach for off-line signature verification with HMMs ».
In 10th International Conference on Document Analysis and Recognition (ICDAR) (Barcelona, Spain, July 26-29, 2009)
pp. 1315-1319.
Washington, D.C. : Institute of Electrical and Electronics Engineers Computer Society.
Bergamini, Cheila, Oliveira, Luis S., Koerich, Alessandro L. et Sabourin, Robert.
2009.
« Combining different biometric traits with one-class classification ».
Signal Processing, vol. 89, nº 11.
pp. 2117-2127.
Cavalin, Paulo Rodrigo, Sabourin, Robert, Suen, Ching Y. et Britto, Alceu de Souza.
2009.
« Evaluation of incremental learning algorithms for HMM in the recognition of alphanumeric characters ».
Pattern Recognition, vol. 42, nº 12.
pp. 3241-3253.
Connolly, Jean-François, Granger, Éric et Sabourin, Robert.
2009.
« Incremental adaptation of fuzzy ARTMAP neural networks for video-based face classification ».
In IEEE Symposium on Computational Intelligence for Security and Defense Applications (CISDA) (Ottawa, Ont., Canada, July 8-10, 2009)
Washington, D.C. : Institute of Electrical and Electronics Engineers Computer Society.
de Oliveira, J. J., de A. Freitas, C. O., de Carvalho, J. M. et Sabourin, Robert.
2009.
« Handwritten word recognition using multi-view analysis ».
In Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications : 14th Iberoamerican Conference on Pattern Recognition, CIARP 2009, Guadalajara, Jalisco, Mexico, November 15-18, 2009. Proceedings (Guadalajara, Jalisco, Mexico, Nov. 15-18, 2009)
Coll. « Lecture Notes in Computer Science », vol. 5856.
pp. 371-378.
Berlin, Germany : Springer Verlag.
Dos Santos, Eulanda M., Sabourin, Robert et Maupin, Patrick.
2009.
« Overfitting cautious selection of classifier ensembles with genetic algorithms ».
Information Fusion, vol. 10, nº 2.
pp. 150-162.
Kapp, Marcelo N., Sabourin, Robert et Maupin, Patrick.
2009.
« A PSO-based framework for dynamic SVM model selection ».
In 11th Annual Genetic and Evolutionary Computation Conference (GECCO) (Montréal, Canada, July 8-12, 2009)
pp. 1227-1234.
New York, NY, USA : Association for Computing Machinery.
Khreich, Wael, Granger, Éric, Miri, Ali et Sabourin, Robert.
2009.
« A comparison of techniques for on-line incremental learning of HMM parameters in anomaly detection ».
In IEEE Symposium on Computational Intelligence for Security and Defense Applications (CISDA) (Ottawa, Ont., Canada, July 8-10, 2009)
Washington, D.C. : Institute of Electrical and Electronics Engineers Computer Society.
Khreich, Wael, Granger, Éric, Sabourin, Robert et Miri, Ali.
2009.
« Combining hidden Markov models for improved anomaly detection ».
In IEEE International Conference on Communications (ICC) (Dresden, Germany, June 14-18, 2009)
Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
Ko, Albert Hung-Ren, Cavalin, Paulo Rodrigo, Sabourin, Robert et Britto, Alceu de Souza.
2009.
« Leave-one-out-training and leave-one-out-testing hidden markov models for a handwritten numeral recognizer : the implications of a single classifier and multiple classifications ».
IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 31, nº 12.
pp. 2168-2178.
Ko, Albert Hung-Ren, Sabourin, Robert et Britto, Alceu De Souza.
2009.
« Compound diversity functions for ensemble selection ».
International Journal of Pattern Recognition and Artificial Intelligence, vol. 23, nº 4.
pp. 659-686.
Ko, Albert Hung-Ren, Sabourin, Robert et Britto, Alceu de Souza.
2009.
« Ensemble of HMM classifiers based on the clustering validity index for a handwritten numeral recognizer ».
Pattern Analysis and Applications, vol. 12, nº 1.
pp. 21-35.
Pimenta, André, Justino, Edson José Rodrigues, Oliveira, Luis S. et Sabourin, Robert.
2009.
« Document reconstruction using dynamic programming ».
In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Taipei, Taiwan, April 19-24, 2009)
pp. 1393-1396.
Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers Inc..
Radtke, Paulo V. W., Wong, Tony et Sabourin, Robert.
2009.
« Solution over-fit control in evolutionary multiobjective optimization of pattern classification systems ».
International Journal of Pattern Recognition and Artificial Intelligence, vol. 23, nº 6.
pp. 1107-1127.
Santos, Murilo, Ko, Albert Hung-Ren, Oliveira, Luis S., Sabourin, Robert, Koerich, Alessandro L. et Britto, Alceu de Souza.
2009.
« Evaluation of different strategies to optimize an HMM-based character recognition system ».
In 10th International Conference on Document Analysis and Recognition (ICDAR) (Barcelona, Spain, July 26-29, 2009)
pp. 666-670.
Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers Computer Society. 2008
Batista, Luana, Rivard, Dominique, Sabourin, Robert, Granger, Éric et Maupin, Patrick.
2008.
« State of the art in off-line signature verification ».
In
Pattern recognition technologies and applications : recent advances.
pp. 39-62. Hershey, PA : Information Science Reference.
Bergamini, Cheila, Oliveira, Luiz S., Koerich, Alessandro L. et Sabourin, Robert.
2008.
« Fusion of biometric systems using one-class classification ».
In IEEE International Joint Conference on Neural Networks (IJCNN) (Hong Kong, China, June 1-8, 2008)
pp. 1308-1313.
Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
Bertolini, D., Oliveira, L.S., Justino, E. et Sabourin, Robert.
2008.
« Ensemble of classifiers for off-line signature verification ».
In IEEE International Conference on Systems, Man and Cybernetics (SMC) (Singapore, Singapore, Oct.12-15, 2008)
pp. 283-288.
Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
Cavalin, Paulo R., Sabourin, Robert, Suen, Ching Y. et Britto Jr., Alceu S..
2008.
« Evaluation of incremental learning algorithms for an HMM-based handwritten isolated digits recognizer ».
In 11th International Conference on Frontiers in Handwriting Recognition (ICFHR) (Montreal, Canada, Aug. 19-21, 2008)
Connolly, Jean-François, Granger, Éric et Sabourin, Robert.
2008.
« Supervised incremental learning with the fuzzy ARTMAP neural network ».
In Artificial Neural Networks in Pattern Recognition. Third IAPR Workshop (ANNPR) (Paris, France, Jul. 2-4, 2008)
Coll. « Lecture Notes in Computer Science », vol. 5064.
pp. 66-77.
Berlin, Germany : Springer Verlag.
Dos Santos, Eulanda M., Sabourin, Robert et Maupin, Patrick.
2008.
« A dynamic overproduce-and-choose strategy for the selection of classifier ensembles ».
Pattern Recognition, vol. 41, nº 10.
pp. 2993-3009.
Dos Santos, Eulanda M., Sabourin, Robert et Maupin, Patrick.
2008.
« Pareto analysis for the selection of classifier ensembles ».
In 10th Annual Genetic and Evolutionary Computation Conference (GECCO) (Atlanta, GA, USA, Jul. 12-16, 2008)
pp. 681-688.
New York, NY, USA : Association for Computing Machinery.
Dos Santos, Eulanda M., Sabourin, Robert, Oliveira, Luiz S. et Maupin, Patrick.
2008.
« Overfitting in the selection of classifier ensembles : a comparative study between PSO and GA ».
In 10th Annual Genetic and Evolutionary Computation Conference (GECCO) (Atlanta, GA, USA, Jul. 12-16, 2008)
pp. 1423-1424.
New York, NY, USA : Association for Computing Machinery.
Freitas, Cinthia O. A., Oliveira, Luiz S., Sabourin, Robert et Bortolozzi, Flàvio.
2008.
« Brazilian forensic letter database ».
In 11th International Conference on Frontiers in Handwriting Recognition (ICFHR) (Montreal, Canada, Aug. 19-21, 2008)
Granger, Éric, Connolly, Jean-Francois et Sabourin, Robert.
2008.
« A comparison of fuzzy ARTMAP and Gaussian ARTMAP neural networks for incremental learning ».
In IEEE International Joint Conference on Neural Networks (IJCNN) (Hong Kong, China, June 1-8, 2008)
pp. 3305-3312.
Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
Ko, Albert Hung-Ren, Sabourin, Robert, De Soares Oliveira, Luiz E. et De Britto Jr, Alceu Souza.
2008.
« The implication of data diversity for a classifier-free ensemble selection in random subspaces ».
In 19th International Conference on Pattern Recognition (ICPR) (Tampa, FL, USA, Dec. 8-11, 2008)
Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers Computer Society.
Ko, Albert Hung-Ren, Sabourin, Robert et De Souza Britto Jr, Alceu S..
2008.
« A new HMM training and testing scheme ».
In 19th International Conference on Pattern Recognition (ICPR) (Tampa, FL, USA, Dec. 8-11, 2008)
Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers Computer Society.
Oliveira, Luiz S., Justino, Edson, Sabourin, Robert et Bortolozzi, Flavio.
2008.
« Combining classifiers in the roc-space for off-line signature verification ».
Journal of Universal Computer Science, vol. 14, nº 2.
pp. 237-251. Radtke, P.V., Sabourin, Robert et Wong, Tony. 2008. « Using the RRT algorithm to optimize classification systems for handwritten digits and letters ». Communication lors de la conférence : ACM Symposium on Applied Computing (SAC) (Fortaleza, Ceara, Brazil, Mar. 16-20, 2008).
Radtke, Paulo V. W., Sabourin, Robert et Wong, Tony.
2008.
« Using the RRT algorithm to optimize classification systems for handwritten digits and letters ».
In 23rd Annual ACM Symposium on Applied Computing (SAC) (Fortaleza, Ceara, Brazil, March 16-20, 2008)
pp. 1748-1752.
New York, NY, USA : Association for Computing Machinery.
Sabourin, Robert, Ko, Albert H. R. et Britto, Jr.A..
2008.
« From dynamic classifier selection to dynamic ensemble selection ».
Pattern Recognition, vol. 41, nº 5.
pp. 1718-1731.
Santos, M., Oliveira, L., Sabourin, Robert, Koerich, A. et Britto Jr., A..
2008.
« Combinando caracteristicas complementares em modelos escondidos de markov: uma otimizaçao para o reconhecimento de caracteres manuscritos ».
In Conferencia Latinoamericana de Informatica (CLEI) (Santa Fe, Argentina, Sept. 8-12, 2008)
pp. 260-269.
Vellasques, E., Oliveira, Luiz S., Britto, Alceu de Souza, Koerich, Alessandro L. et Sabourin, Robert.
2008.
« Filtering segmentation cuts for digit string recognition ».
Pattern Recognition, vol. 41, nº 10.
pp. 3044-3053. 2007
Coetzer, Hanno et Sabourin, Robert.
2007.
« A human-centric off-line signature verification system ».
In 9th International Conference on Document Analysis and Recognition (ICDAR) (Curitiba, Brazil, Sept. 23-26, 2007)
pp. 153-157.
Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
Côté, Pascal, Parrott, Lael et Sabourin, Robert.
2007.
« Multi-objective optimization of an ecological assembly model ».
Ecological Informatics, vol. 2, nº 1.
pp. 23-31.
dos Santos, Eulanda M., Sabourin, Robert et Maupin, Patrick.
2007.
« Ambiguity-guided dynamic selection of ensemble of classifiers ».
In 10th International Conference on Information Fusion (Quebec, Canada, Jul. 9-12, 2007)
Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers Computer Society.
Freitas, C. O. A., Carvalho, J. M., Oliveira, J. J. Jnr, Aires, S. B. K. et Sabourin, Robert.
2007.
« Distance-based disagreement classifiers combination ».
In International Joint Conference on Neural Networks (IJCNN) (Orlando, FL, USA, Aug. 12-17, 2007)
pp. 2729-2733.
Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
Freitas, Cinthia O. A., De Carvalho, Joao M., Oliveira Jr, Jose Josemar, Aires, Simone B. K. et Sabourin, Robert.
2007.
« Confusion matrix disagreement for multiple classifiers ».
In Progress in Pattern Recognition, Image Analysis and Applications :12th Iberoamericann Congress on Pattern Recognition, CIARP 2007, Valparaiso, Chile, November 13-16, 2007. Proceedings (Vina del Mar-Valparaiso, Chile, Nov.13-16, 2007)
Coll. « Lecture Notes in Computer Science », vol. 4756.
pp. 387-396.
Heidelberg, Germany : Springer Verlag.
Granger, Éric, Henniges, Philippe, Sabourin, Robert et Oliveira, Luiz S..
2007.
« Supervised learning of fuzzy ARTMAP neural networks through particle swarm optimization ».
Journal of Pattern Recognition Research, vol. 2, nº 1.
pp. 27-60.
Kapp, Marcelo N., Freitas, Cinthia O. de A. et Sabourin, Robert.
2007.
« Methodology for the design of NN-based month-word recognizers written on Brazilian bank checks ».
Image and Vision Computing, vol. 25, nº 1.
pp. 40-49.
Kapp, Marcelo N., Sabourin, Robert et Maupin, Patrick.
2007.
« An empirical study on diversity measures and margin theory for ensembles of classifiers ».
In 10th International Conference on Information Fusion (Quebec, Canada, Jul. 9-12, 2007)
Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
Ko, Albert Hung Ren, Sabourin, Robert et de Souza Britto, Alceu.
2007.
« Applying pairwise fusion matrix on fusion functions for classifier combination ».
In Multiple Classifier Systems 7th International Workshop, MCS 2007, Prague, Czech Republic, May 23-25, 2007. Proceedings (Prague, Czech Republic, May 23-25, 2007)
Coll. « Lecture Notes in Computer Science », vol. 4472.
pp. 302-311.
Heidelberg, Gremany : Springer.
Ko, Albert Hung-Ren , Sabourin, Robert, Britto Jr, A. et Oliveira, L..
2007.
« Pairwise fusion matrix for combining classifiers ».
Pattern Recognition, vol. 40, nº 8.
pp. 2198-2210.
Ko, Albert Hung-Ren, Sabourin, Robert et de Souza Britto, Alceu.
2007.
« A new HMM-based ensemble generation method for numeral recognition ».
In Multiple Classifier Systems 7th International Workshop, MCS 2007, Prague, Czech Republic, May 23-25, 2007. Proceedings (Prague, Czech Republic, May 23-25, 2007)
Coll. « Lecture Notes in Computer Science », vol. 4472.
pp. 52-61.
Heidelberg, Gremany : Springer.
Ko, Albert Hung-Ren, Sabourin, Robert et de Souza Britto, Alceu.
2007.
« A new dynamic ensemble selection method for numeral recognition ».
In Multiple Classifier Systems 7th International Workshop, MCS 2007, Prague, Czech Republic, May 23-25, 2007. Proceedings (Prague, Czech Republic, May 23-25, 2007)
Coll. « Lecture Notes in Computer Science », vol. 4472.
pp. 431-439.
Heidelberg, Germany : Springer.
Ko, Albert Hung-Ren, Sabourin, Robert et de Souza Britto, Alceu.
2007.
« K-nearest oracle for dynamic ensemble selection ».
In 9th International Conference on Document Analysis and Recognition (ICDAR) (Curitiba, Brazil, Sept. 23-26, 2007)
pp. 422-426.
Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
Oliveira, Luiz S., Justino, Edson et Sabourin, Robert.
2007.
« Off-line signature verification using writer-independent approach ».
In International Joint Conference on Neural Networks (IJCNN) (Orlando, FL, USA, Aug. 12-17, 2007)
pp. 2538-2543.
Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
Radtke, P.V., Sabourin, Robert et Wong, Tony.
2007.
« Annealing based approach to optimize classification system ».
In International Joint Conference on Neural Networks (IJCNN) (Orlando, FL, USA, Aug. 12-17, 2007)
pp. 2616-2620.
Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
Radtke, Paulo V. W., Sabourin, Robert et Wong, Tony.
2007.
« A quantitative comparison between MOGAs and the RRT algorithm on classification systems optimization ».
In Brazilian Meeting on Artificial Intelligence (ENIA : Encontro Nacional de Inteligência Artificial) (Rio de Janeiro, Brazil, July 3-6, 2007)
pp. 1460-1468.
2006
Cavalin, P. R., de Souza Britto, A., Bortolozzi, F., Sabourin, Robert et Soares Oliveira, L. E..
2006.
« An implicit segmentation-based method for recognition of handwritten strings of characters ».
In ACM Symposium on Applied Computing (SAC) (Dijon, France, April 23-27, 2006)
pp. 836-840.
New York, NY, USA : ACM Press.
Dos Santos, E.M., Sabourin, Robert et Maupin, P..
2006.
« Single and multi-objective genetic algorithms for the selection of ensemble of classifiers ».
In International Joint Conference on Neural Networks (IJCNN) (Vancouver, Canada, Jul. 16-21, 2006)
pp. 3070-3077.
Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
Granger, Éric, Henniges, P., Oliveira, L.S. et Sabourin, Robert.
2006.
« Particle swarm optimization of fuzzy ARTMAP parameters ».
In International Joint Conference on Neural Networks (IJCNN) (Vancouver, Canada, Jul. 16-21, 2006)
pp. 2060-2067.
Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
Henniges, Philippe, Granger, Éric, Sabourin, Robert et Oliveira, Luiz S..
2006.
« Impact of fuzzy ARTMAP match tracking strategies on the recognition of handwritten digits ».
In Smart systems engineering : infra-structure systems engineering, bio-informatics and computational biology and evolutionary computation : proceedings of the Artificial Neural Networks in Engineering Conference (ANNIE 2006) (Saint-Louis, MO, USA, Nov. 5-8, 2006)
Coll. « Intelligent Engineering Systems through Artificial Neural Networks », vol. 16.
pp. 465-472.
ASME.
Ko, Albert H. R., Sabourin, Robert et Britto Jr., Alceu.
2006.
« Combining diversity and classification accuracy for ensemble selection in random subspaces ».
In International Joint Conference on Neural Networks (IJCNN) (Vancouver, Canada, Jul. 16-21, 2006)
pp. 2144-2151.
Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
Ko, Albert Hung Ren, Sabourin, Robert et Britto, Alceu de Souza.
2006.
« A new objective function for ensemble selection in random subspaces ».
In 18th International Conference on Pattern Recognition (ICPR) (Hong Kong, China, Aug. 20-24, 2006)
pp. 185-188.
Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
Ko, Albert Hung-Ren, Sabourin, Robert et De Souza Britto Jr, Alceu.
2006.
« Evolving ensemble of classifiers in random subspace ».
In 8th annual conference on Genetic and Evolutionary Computation Conference (GECCO) (Seattle, WA, USA, July 8-12, 2006)
pp. 1473-1480.
New York, NY, USA : ACM Press.
Koerich, Alessandro L., Britto Jr, Alceu S., Oliveira, Luiz E. S. et Sabourin, Robert.
2006.
« Fusing high- and low level features for handwritten word recognition ».
In 10th International Workshop on Frontiers in Handwriting Recognition (IWFHR) (La Baule, France, Oct. 23-26, 2006)
pp. 151-156.
Milgram, Jonathan, Cheriet, Mohamed et Sabourin, Robert.
2006.
« "One against one" or "one against all" : which one is better for handwriting recognition with SVMs? ».
In 10th International Workshop on Frontiers in Handwriting Recognition (IWFHR) (La Baule, France, Oct. 23-26, 2006)
pp. 181-186.
Oliveira, Luiz S., Morita, Marisa et Sabourin, Robert.
2006.
« Feature selection for ensembles applied to handwriting recognition ».
International Journal on Document Analysis and Recognition, vol. 8, nº 4.
pp. 262-279.
Oliveira, Luiz S., Morita, Marisa et Sabourin, Robert.
2006.
« Feature selection for ensembles using the multi-objective optimization approach ».
In
Multi-Objective Machine Learning.
Coll. « Studies in Computational Intelligence », vol. 16.
pp. 49-74. Berlin, Heidelberg : Springer Berlin Heidelberg.
Radtke, P.V.W., Wong, Tony et Sabourin, Robert.
2006.
« An evaluation of over-fit control strategies for multi-objective evolutionary optimization ».
In International Joint Conference on Neural Networks (IJCNN) (Vancouver, Canada, Jul. 16-21, 2006)
pp. 3327-3334.
Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
Radtke, Paulo V. W., Sabourin, Robert et Wong, Tony.
2006.
« Classification system optimization with multi-objective genetic algorithms ».
In 10th International Workshop on Frontiers in Handwriting Recognition (IWFHR) (La Baule, France, Oct. 23-26, 2006)
pp. 331-336.
Rivard, Dominique, Granger, Éric et Sabourin, Robert.
2006.
« Feature selection techniques for classification of satellite images with fuzzy ARTMAP neural networks ».
In Intelligent Engineering Systems through Artificial Neural Networks (Saint-Louis, MO, USA, Nov. 5-8, 2006)
pp. 479-486.
ASME.
Vellasques, E., Oliveira, L.S., Britto Jr, A. S., Koerich, A. L. et Sabourin, Robert.
2006.
« Modeling segmentation cuts using support vector machines ».
In 10th International Workshop on Frontiers in Handwriting Recognition (IWFHR) (La Baule, France, Oct. 23-26, 2006)
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2005
Aires, Simone B. K., Freitas, Cinthia O. A., Bortolozzi, Flávio et Sabourin, Robert.
2005.
« Perceptual zoning for handwritten character recognition ».
In 12th Conference of the International Graphonomics Society (IGS) (Salerno, Italy, June 26-29, 2005)
pp. 178-182.
USA : International Graphonomics Society.
Côté, Pascal, Wong, Tony et Sabourin, Robert.
2005.
« A hybrid multi-objective evolutionary algorithm for the uncapacitated exam proximity problem ».
In Practice and Theory of Automated Timetabling V : 5th International Conference, PATAT 2004, Pittsburgh, PA, USA, August 18-20, 2004, Revised Selected Papers (Pittsburgh, PA, USA, Aug. 18-20, 2004)
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Berlin, Germany : Springer-Verlag.
Henniges, Philippe, Granger, Éric et Sabourin, Robert.
2005.
« Factors of overtraining with fuzzy ARTMAP neural networks ».
In IEEE International Joint Conference on Neural Networks (IJCNN) (Montreal, Canada, Jul. 31-Aug. 4, 2005)
pp. 1075-1080.
Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
Justino, Edson J. R., Bortolozzi, Flavio et Sabourin, Robert.
2005.
« A comparison of SVM and HMM classifiers in the Off-Line signature verification ».
Pattern Recognition Letters, vol. 26, nº 9.
pp. 1377-1385.
Koerich, Alessandro L., Sabourin, Robert et Suen, Ching Y..
2005.
« Recognition and verification of unconstrained handwritten words ».
IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 27, nº 10.
pp. 1509-1522.
Milgram, J., Cheriet, Mohamed et Sabourin, Robert.
2005.
« Estimating accurate multi-class probabilities with support vector machines ».
In IEEE International Joint Conference on Neural Networks (IJCNN) (Montreal, Canada, Jul. 31-Aug. 4, 2005)
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Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
Milgram, J., Sabourin, Robert et Cheriet, Mohamed.
2005.
« Système de classification à deux niveaux de décision combinant approche par modélisation et machines à vecteurs de support ».
Traitement du Signal, vol. 22, nº 3.
pp. 293-304.
Milgram, Jonathan, Sabourin, Robert et Cheriet, Mohamed.
2005.
« Combining model-based and discriminative approaches in a modular two-stage classification system : application to isolated handwritten digit recognition ».
Electronic Letters on Computer Vision and Image Analysis, vol. 5, nº 2.
pp. 1-15.
Morita, Marisa, Oliveira, Luiz S. et Sabourin, Robert.
2005.
« Geração Automática de Conjuntos de Classificadores Através da Seleção de Características não Supervisionada ».
IEEE Latin America Transactions, vol. 3, nº 5.
pp. 447-453.
Nassif, N., Kajl, Stanislaw et Sabourin, Robert.
2005.
« ASHRAE standard's 62 multiple spaces equation for design and control ».
In Proceedings from 10th International Conference on Indoor Air Quality and Climate (Beijing, China, Sept. 4-9, 2005)
International Society of Indoor Air Quality and Climate.
Nassif, N., Kajl, Stanislaw et Sabourin, Robert.
2005.
« Optimal operation of VAV air-conditioning system ».
In Air Conditioning, Protection & District Heating 2005 : XI International Conference, Wroclaw - Szklarska, 23-26 June 2005 (Wroclaw, Poland, June 23-26, 2005)
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Wroclaw : Edition PZITS.
Nassif, Nabil, Kajl, Stanislaw et Sabourin, Robert.
2005.
« Optimization of HVAC control system strategy using two-objective genetic algorithm ».
HVAC&R Research, vol. 11, nº 3.
pp. 459-486.
Nassif, Nabil, Kajl, Stanislaw et Sabourin, Robert.
2005.
« Simplified model-based optimal control of VAV air-conditioning system ».
In IBPSA 2005 - International Building Performance Simulation Association 2005 (Montreal, QC, Canada, Aug. 15-18, 2005)
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USA : International Building Performance Simulation Association.
Nassif, Nabil, Kajl, Stanislaw et Sabourin, Robert.
2005.
« Ventilation control strategy using supply CO2 concentration setpoint ».
HVAC&R Research, vol. 11, nº 2.
pp. 239-262.
Oliveira, L., Britto, A. et Sabourin, Robert.
2005.
« A synthetic database to assess segmentation algorithms ».
In 8th International Conference on Document Analysis and Recognition (ICDAR) (Seoul, South Korea, Aug. 29-Sept. 1, 2005)
pp. 207-211.
Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers Computer Society.
Oliveira, L., Britto, A. et Sabourin, Robert.
2005.
« Improving cascading classifiers with particle swarm optimization ».
In 8th International Conference on Document Analysis and Recognition (ICDAR) (Seoul, South Korea, Aug. 29-Sept. 1, 2005)
pp. 570-574.
Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers Computer Society.
Oliveira, Luiz S., Justino, Edson, Freitas, Cinthia et Sabourin, Robert.
2005.
« The graphology applied to signature verification ».
In 12th Conference of the International Graphonomics Society (IGS) (Salerno, Italy, June 26-29, 2005)
pp. 286-290.
USA : International Graphonomics Society.
Oliveira, Luiz S., Morita, Marisa, Sabourin, Robert et Bortolozzi, Flavio.
2005.
« Multi-objective genetic algorithms to create ensemble of classifiers ».
In Evolutionary Multi-Criterion Optimization : Third International Conference, EMO 2005, Guanajuato, Mexico, March 9-11, 2005, Proceedings (Guanajuato, Mexico, March 9-11, 2005)
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Berlin, Germany : Springer-Verlag.
Oliveira, Luiz, Britto, Alceu de Souza et Sabourin, Robert.
2005.
« Optimizing class-related thresholds with particle swarm optimization ».
In IEEE International Joint Conference on Neural Networks (IJCNN) (Montreal, Canada, Jul. 31-Aug. 4, 2005)
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Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
Radtke, P., Wong, Tony et Sabourin, Robert.
2005.
« A multi-objective memetic algorithm for intelligent feature extraction ».
In Evolutionary Multi-Criterion Optimization Third International Conference, EMO 2005, Guanajuato, Mexico, March 9-11, 2005. Proceedings (Guanajuato, Mexico, March 9-11, 2005)
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Berlin, Germany : Springer-Verlag.
Radtke, P.V.M., Sabourin, Robert et Wong, Tony.
2005.
« Intelligent feature extraction for ensemble of classifiers ».
In 8th International Conference on Document Analysis and Recognition (ICDAR) (Seoul, South Korea, Aug. 29-Sept. 1, 2005)
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Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society. 2004
Britto Jr, Alceu De S., Sabourin, Robert, Bortolozzi, Flavio et Suen, Ching Y..
2004.
« Foreground and background information in an HMM-based method for recognition of isolated characters and numeral strings ».
In Ninth International Workshop on Frontiers in Handwriting Recognition (IWFHR) (Tokyo, Japan, Oct. 26-29, 2004)
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Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
Côté, Pascal, Wong, Tony et Sabourin, Robert.
2004.
« Application of a hybrid multi-objective evolutionary algorithm to the uncapacitated exam proximity problem ».
In The Practice and Theory of Automated Timetabling V : 5th International Conference on Practice and Theory of Automated Timetabling (PATAT) (Pittsburgh, PA, USA, Aug. 18-20, 2004)
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De Oliveira Jr, J. J., Kapp, M. N., Freitas, C. O. De A., De Carvalho, J. M. et Sabourin, Robert.
2004.
« Handwritten recognition with multiple classifiers for restricted lexicon ».
In 17th Brazilian Symposium on Computer Graphics and Image Processing (Curitiba, Brazil, Oct. 17-20, 2004)
pp. 82-89.
Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
de Souza, P. S., Britto Jr, A, sabourin, Robert, Souza, S. L. et Borges, Díbio Leandro.
2004.
« K-Means VQ Algorithm using a Low-Cost Parallel Cluster Computing ».
In IASTED International Conference on Parallel and Distributed Computing (Innsbruck, Austria, Feb. 17-19, 2004)
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ACTA Press.
Duong, Jean, Sabourin, Robert et Emptoz, Hubert.
2004.
« Proposition d'un classificateur en cascade : application à la reconnaissance de police de caractèrs rares ».
In Actes du huitième Colloque international francophone sur l'écrit et le document, CIFED'04, 21 - 25 juin 2004, La Rochelle (La Rochelle, France, 21-25 juin 2004)
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Freitas, C. A., Bortolozzi, F. et Sabourin, Robert.
2004.
« Study of perceptual similarity between different lexicons ».
International Journal of Pattern Recognition and Artificial Intelligence, vol. 18, nº 7.
pp. 1321-1338.
Freitas, Cinthia O. A., Bortolozzi, Flavio et Sabourin, Robert.
2004.
« A strategy for selecting classes of symbols from classes of graphemes in HMM-based handwritten word recognition ».
Revista Eletrônica de Sistemas de Informação, vol. 3, nº 1.
Grandidier, Frédéric, Sabourin, Robert et Suen, Ching Y..
2004.
« Quelques techniques pour l'amélioration du pouvoir discriminant de primitives discrètes ».
In Actes du huitième Colloque international francophone sur l'écrit et le document, CIFED'04, 21 - 25 juin 2004, La Rochelle (La Rochelle, France, 21-25 juin 2004)
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Kapp, Marcello N., Freitas, Cinthia O. De A. et Sabourin, Robert.
2004.
« Handwritten brazilian month recognition : an analysis of two NN architectures and a rejection mechanism ».
In 9th International Workshop on Frontiers in Handwriting Recognition (IWFHR) (Tokyo, Japan, Oct. 26-29, 2004)
pp. 209-214.
Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
Koerich, Alessandro L., Sabourin, Robert et Suen, Ching Y..
2004.
« Fast two-level HMM decoding algorithm for large vocabulary handwriting recognition ».
In Ninth International Workshop on Frontiers in Handwriting Recognition (IWFHR-9) (Tokyo, Japan, Oct. 26-29, 2004)
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Los Alamitos, CA, USA : Institute of electrical and Electronics Engineers Computer Society. Maupin, P., Granger, Éric, Wong, Tony et Sabourin, Robert. 2004. « A review of situation recognition models and systems ». Communication lors de la conférence : The 24th Army Science Conference (ASC 2004) (Orlando, FL, USA, Nov. 29-Dec. 2, 2004).
Milgram, Jonathan, Cheriet, Mohamed et Sabourin, Robert.
2004.
« Speeding up the decision making of support vector classifiers ».
In Ninth International Workshop on Frontiers in Handwriting Recognition (IWFHR) (Tokyo, Japan, Oct. 26-29, 2004)
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Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
Milgram, Jonathan, Sabourin, Robert et Cheriet, Mohamed.
2004.
« Système de classification à deux niveaux de décision combinant approche par modélisation et machines à vecteurs de support ».
In Actes du huitième Colloque international francophone sur l'écrit et le document, CIFED'04, 21 - 25 juin 2004, La Rochelle (La Rochelle, France, 21-25 juin 2004)
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Milgram, Jonathan, Sabourin, Robert et Cheriet, Mohamed.
2004.
« Two-stage classification system combining model-based and discriminative approaches ».
In 17th International Conference on Pattern Recognition (ICPR) (Cambridge, UK, Aug. 23-26, 2004)
pp. 152-155.
Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
Morita, Marisa, Oliveira, Luiz S. et Sabourin, Robert.
2004.
« Unsupervised feature selection for ensemble of classifiers ».
In Ninth International Workshop on Frontiers in Handwriting Recognition (IWFHR-9) (Tokyo, Japan, Oct. 26-29, 2004)
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Los Alamitos, CA, USA : Institute of electrical and Electronics Engineers Computer Society.
Morita, Marisa, Sabourin, Robert, Bortolozzi, Flavio et Suen, Ching Y..
2004.
« Segmentation and recognition of handwritten dates : an HMM-MLP hybrid approach ».
International Journal on Document Analysis and Recognition, vol. 6, nº 4.
pp. 248-262.
Nassif, N., Kajl, Stanislaw et Sabourin, Robert.
2004.
« Evolutionary algorithms for multi-objective optimization in HVAC system control strategy ».
In IEEE Annual Meeting of the Fuzzy Information Processing Society (NAFIPS) (Banff, Canada, June 27-30, 2004)
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Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
Nassif, N., Kajl, Stanislaw et Sabourin, Robert.
2004.
« Two-objective on-line optimization of supervisory control strategy ».
Building Services Engineering Research & Technology, vol. 25, nº 3.
pp. 241-251.
Nassif, Nabil, Kajl, Stanislaw et Sabourin, Robert.
2004.
« Modeling and validation of existing VAV system components ».
In Proceedings of eSim 2004 : the Canadian Conference on Building Energy Simulation, June 10 and 11, 2004, Vancouver = Les comptes rendus d'eSim 2004 : la Conference canadienne sur la simulation energetique dans les batiments, le juin 10 et 11, 2004 (Vancouver, BC, Canada, June 10-11, 2004)
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IBPSA-Canada.
Nunes, Carlos M., Britto, Alceu de S., Kaestner, Celso A. A. et Sabourin, Robert.
2004.
« Feature subset selection using an optimized hill climbing algorithm for handwritten character recognition ».
In Structural, Syntactic and Statistical Pattern Recognition Joint IAPR International Workshops, SSPR and SPR Proceedings (Lisbon, Portugal, Aug. 18-20, 2004)
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Berlin, Germany : Springer-Verlag.
Nunes, Carlos M., De Britto Jr, Alceu S., Kaestner, Celso A. A. et Sabourin, Robert.
2004.
« An optimized hill climbing algorithm for feature subset selection : evaluation on handwritten character recognition ».
In Ninth International Workshop on Frontiers in Handwriting Recognition (IWFHR) (Tokyo, Japan, Oct. 26-29, 2004)
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Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
Oliveira, Luiz S. et Sabourin, Robert.
2004.
« Support vector machines for handwritten numerical string recognition ».
In Ninth International Workshop on Frontiers in Handwriting Recognition (IWFHR-9) (Tokyo, Japan, Oct. 26-29, 2004)
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Los Alamitos, CA, USA : Institute of electrical and Electronics Engineers Computer Society.
Santos, Cesar, Justino, Edson J. R., Bortolozzi, Flavio et Sabourin, Robert.
2004.
« An off-line signature verification method based on the questioned document expert's approach and a neural network classifier ».
In Ninth International Workshop on Frontiers in Handwriting Recognition (IWFHR-9) (Tokyo, Japan, Oct. 26-29, 2004)
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IEEE Computer Society.
Tremblay, Guillaume, Sabourin, Robert et Maupin, Patrick.
2004.
« Optimizing nearest neighbour in random subspaces using a multi-objective genetic algorithm ».
In 17th International Conference on Pattern Recognition (ICPR) (Cambridge, UK, Aug. 23-26, 2004)
pp. 208-211.
Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
Wong, Tony, Côté, Pascal et Sabourin, Robert.
2004.
« A hybrid MOEA for the capacitated exam proximity problem ».
In Congress on Evolutionary Computation (CEC) (Portland, OR, USA, June 19-23, 2004)
pp. 1495-1501.
Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers. 2003
Britto, Alceu de S. Jr., Sabourin, Robert, Bortolozzi, Flavio et Suen, Ching Y..
2003.
« The recognition of handwritten numeral strings using a two-stage HMM-based method ».
International Journal on Document Analysis and Recognition, vol. 5, nº 2-3.
pp. 102-117.
Britto, Alceu de S., De Souza, Paulo S. L., Sabourin, Robert, De Souza, Simone R. S. et Borges, Díbio Leandro.
2003.
« A low-cost parallel K-means VQ algorithm using cluster computing ».
In 7th International Conference on Document Analysis and Recognition (Edinburgh, Scotland, Aug. 3-6, 2003)
pp. 839-843.
Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
Britto, Alceu de S., Sabourin, Robert, Bortolozzi, Flavio et Suen, Ching Y..
2003.
« Complementary features combined in an HMM-based system to recognize handwritten digits ».
In 12th International Conference on Image Analysis and Processing (Mantova, Italy, Sept. 17-19, 2003)
pp. 670-675.
Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
Freitas, Cinthia O. A., Bortolozzi, Flavio et Sabourin, Robert.
2003.
« Study of perceptual similarity between different lexicons ».
In 11th IGS conference (Scottsdale, AZ, USA, Nov. 2-5, 2003)
pp. 204-207.
Grandidier, Frédéric, Sabourin, Robert et Suen, Ching Y..
2003.
« Integration of contextual information in handwriting recognition systems ».
In 7th International Conference on Document Analysis and Recognition (Edinburgh, Scotland, Aug. 3-6, 2003)
pp. 1252-1256.
Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
Justino, Edson J. R., Bortolozzi, Flavio et Sabourin, Robert.
2003.
« A autenticação de manuscritos aplicada à análise forense de documentos ».
In 1st workshop on Information Technology and Human Language (TIL2003) (Sao Carlos, Brazil, Oct. 12, 2003)
pp. 145-150.
Justino, Edson J.R., Bortolozzi, Flavio et Sabourin, Robert.
2003.
« An off-line signature verification method based on SVM classifier and graphometric features ».
In Proceedings of the Fifth International Conference on Advances in Pattern Recognition ICAPR 2003 (Koldata, India, Dec. 10-13, 2003)
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Allied Publishers PVT. Limited.
Kapp, Marcello N., Freitas, Cinthia O. A., Nievola, Jûlio Cesar et Sabourin, Robert.
2003.
« Evaluating the conventional and class-modular architectures feedforward neural network for handwritten word recognition ».
In 16th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI) (Sao Carlos, Brazil, Oct. 12-15, 2003)
pp. 315-319.
Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
Koerich, Alessandro L., Sabourin, Robert et Suen, C. Y..
2003.
« Large vocabulary off-line handwriting recognition : a survey ».
Pattern Analysis and Applications, vol. 6, nº 2.
pp. 97-121.
Koerich, Alessandro L., Sabourin, Robert et Suen, Ching Y..
2003.
« Lexicon-driven HMM decoding for large vocabulary handwriting recognition with multiple character models ».
International Journal on Document Analysis and Recognition, vol. 6, nº 2.
pp. 126-144.
Morita, Marisa, Sabourin, Robert, Bortolozzi, F. et Suen, Ching Y..
2003.
« Unsupervised feature selection using multi-objective genetic algorithms for handwritten word recognition ».
In Seventh International Conference on Document Analysis and Recognition (Edinburgh, Scotland, Aug. 3-6, 2003)
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Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
Morita, Marisa, Sabourin, Robert, Bortolozzi, Flavio et Suen, Ching Y..
2003.
« A recognition and verification strategy for handwritten word recognition ».
In Seventh International Conference on Document Analysis and Recognition (Edinburgh, UK, Aug. 3-6, 2003)
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Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
Nassif, Nabil, Kajl, Stanislaw et Sabourin, Robert.
2003.
« Two-objective on-line optimization of supervisory control strategy ».
In 8th international IBPSA conference (Eindhoven, Netherlands, Aug. 11-14, 2003)
pp. 927-934.
International Building Performance Simulation Association.
Oliveira, Luiz S., Sabourin, Robert, Bortolozzi, F. et Suen, Ching Y..
2003.
« Feature selection for ensembles : a hierarchical multi-objective genetic algorithm approach ».
In Seventh International Conference on Document Analysis and Recognition (Edinburgh, Scotland, Aug. 3-6, 2003)
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Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
Oliveira, Luiz S., Sabourin, Robert, Bortolozzi, Flavio et Suen, Ching Y..
2003.
« A methodology for feature selection using multiobjective genetic algorithms for handwritten digit string recognition ».
International Journal of Pattern Recognition and Artificial Intelligence, vol. 17, nº 6.
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Oliveira, Luiz S., Sabourin, Robert, Bortolozzi, Flavio et Suen, Ching Y..
2003.
« Impacts of verification on a numeral string recognition system ».
Pattern Recognition Letters, vol. 24, nº 7.
pp. 1023-1031.
Radtke, Paulo V. W., Oliveira, Luiz S., Sabourin, Robert et Wong, Tony.
2003.
« Intelligent zoning design using multi-objective evolutionary algorithms ».
In Seventh International Conference on Document Analysis and Recognition (Edinburgh, Scotland, Aug. 3-6, 2003)
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Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society. 2002
Bigras, Pascal, Wong, Tony et Sabourin, Robert.
2002.
« Causality assignment using multi-objective evolutionary algorithms ».
In ELECTRIMACS 2002 : 7th International Conference on Modeling and Simulation of Electric Machines, Converters and Systems (Montreal, QC, Canada, Aug. 18-21, 2002)
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Britto Jr, Alceu De S., Sabourin, Robert, Bortolozzi, Flavio et Suen, Ching Y..
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« A string length predictor to control the level building of HMMs for handwritten numeral recognition ».
In 16th International Conference on Pattern Recognition (ICPR) (Quebec City, Canada, Aug. 11-15, 2002)
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Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
Correia, Suzete E. N., De Carvalho, Joao M. et Sabourin, Robert.
2002.
« Human-perception handwritten character recognition using wavelets ».
In 15th Brazilian Symposium on Computer Graphics and Image Processing (Fortaleza, Ceara, Brazil, Oct. 7-10, 2002)
p. 404.
Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
Correia, Suzete E. N., De Carvalho, Joao M. et Sabourin, Robert.
2002.
« On the performance of wavelets for handwritten numerals recognition ».
In 16th International Conference on Pattern Recognition (ICPR) (Quebec City, Canada, Aug. 11-15, 2002)
pp. 127-130.
Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
de Oliveira, José J. Jr., de Carvalho, Joao M., de A Freitas, C. O. et Sabourin, Robert.
2002.
« Feature sets evaluation for handwritten word recognition ».
In 8th International Workshop on Frontiers in Handwriting Recognition (Niagara on the Lake, ON, Canada, Aug. 6-8, 2002)
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Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
de Oliveira, José J. Jr., de Carvalho, Joao M., de A. Freitas, Cinthia O. et Sabourin, Robert.
2002.
« Evaluating NN and HMM classifiers for handwritten word recognition ».
In 15th Brazilian Symposium on Computer Graphics and Image Processing (Fortaleza, Ceara, Brazil, Oct. 7-10, 2002)
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Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
Justino, Edson J. R., Bortolozzi, Flavio et Sabourin, Robert.
2002.
« The interpersonal and intrapersonal variability influences on off-line signature verification using HMM ».
In 15th Brazilian Symposium on Computer Graphics and Image Processing (Fortaleza, Ceara, Brazil, Oct. 7-10, 2002)
pp. 197-202.
Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
Koerich, A. L., Leydier, Yann, Sabourin, Robert et Suen, Ching Y..
2002.
« Système hybride de reconnaissance de mots manuscrits sur un grand vocabulaire utilisant des réseaux neuronaux et des modèles de Markov cachés ».
In CIFED '2002 : colloque international francophone sur l'écrit et le document : Hammamet, 21-23 octobre 2002 (Hammamet, Tunisie, 21-23 oct. 2002)
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Le Chesnay, Suisse : INRIA.
Koerich, Alessandro L., Leydier, Yann, Sabourin, Robert et Suen, Ching Y..
2002.
« A hybrid large vocabulary handwritten word recognition system using neural networks with hidden Markov models ».
In 8th International Workshop on Frontiers in Handwriting Recognition (IWFHR) (Ontario, Canada, Aug. 6-8, 2002)
pp. 99-104.
Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
Koerich, Alessandro L., Sabourin, Robert et Suen, Ching Y..
2002.
« Fast two-level Viterbi search algorithm for unconstrained handwriting recognition ».
In IEEE International Conference on Acoustics, Speech and Signal Processing (Orlando, FL, USA, May 13-17, 2002)
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Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
Morita, Marisa, Oliveira, Luiz S., Sabourin, Robert, Bortolozzi, Flavio et Suen, Ching Y..
2002.
« HMM-MLP hybrid system to recognize handwritten dates ».
In International Joint Conference on Neural Networks (IJCNN) (Honolulu, HI, USA, May 12-17, 2002)
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Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers.
Morita, Marisa, Sabourin, Robert, Bortolozzi, Flavio et Suen, Ching Y..
2002.
« Segmentation and recognition of handwritten dates ».
In Eighth International Workshop on Frontiers in Handwriting Recognition (Niagara on the Lake, Canada, Aug. 6-8, 2002)
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Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
Oliveira, Luiz S., Sabourin, Robert, Bortolozzi, Flavio et Suen, Ching Y..
2002.
« Automatic recognition of handwritten numerical strings: a recognition and verification strategy ».
IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 24, nº 11.
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Oliveira, Luiz S., Sabourin, Robert, Bortolozzi, Flavio et Suen, Ching Y..
2002.
« Feature selection using multi-objective genetic algorithms for handwritten digit recognition ».
In 16th International Conference on Pattern Recognition (ICPR) (Quebec City, Canada, Aug. 11-15, 2002)
pp. 568-571.
Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society. 2001
Britto, A. S., Sabourin, R., Lethelier, E., Bortolozzi, F. et Suen, C. Y..
2001.
« An enhanced HMM topology in an LBA framework for the recognition of handwritten numeral strings ».
In Advances in pattern recognition: ICAPR 2001: second international conference, Rio de Janeiro, Brazil, March 11-14, 2001: proceedings (Rio de Janeiro, Brazil, March 11-14, 2001)
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New York, NY, USA : Springer.
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« A two-stage HMM-based system for recognizing handwritten numeral strings ».
In Proceedings of Sixth International Conference on Document Analysis and Recognition (Seattle, WA, USA, Sept. 10-13, 2001)
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« Técnicas em Processamento e Análise de Documentos Manuscritos ».
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« Handwritten isolated word recognition: an approach based on Mutual Information for feature set validation ».
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« A time-length constrained level building algorithm for large vocabulary handwritten word recognition ».
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« Contribuçao da normalizaçao de slant et do uso da informaçao de contexto no reconhecimento de cadeias numéricas manuscritas ».
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« Improvement in handwritten numeral string recognition by slant normalization and contextual information ».
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« Off-line signature verification using HMMs and cross-validation ».
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« Bases de dados de cheques bancarios brasileiros ».
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« Une nouvelle stratégie pour l'amélioration des jeux de primitives d'un système de reconnaissance de l'écriture ».
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« Recognition of handwritten dates on bank checks using an HMM approach ».
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« Segmentation de caractères manuscrits basée sur une approche structurelle ».
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« A new approach to segment handwritten digits ».
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« A new segmentation approach for handwritten digits ».
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« Morphological pseudo convex hull to correct handwriting baseline skew ».
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« How to use fractal dimensions to qualify writings and writers ».
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« Slant normalization of handwritten numeral strings ».
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« Extraçao e codificaçao das estruturas lògica e fisica a partir de imagens de cheques bancàrios brasileiros ».
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« An HMM-based approach for off-line unconstrained handwritten word modeling and recognition ».
IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 21, nº 8.
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« Off-line handwitten word recognition using hidden markov models ».
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« Correcting handwriting baseline skew using direct methods on the weighted least squares ».
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« Influence of word length on handwriting recognition ».
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« Estado da arte dos métodos de normalizaçao de palavras manuscritas em sistemas de reconhecimento ».
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« Mathematical morphology and weighted least squares to correct handwriting baseline skew ».
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« Mathematical modelation of handwritten signatures by conics ».
Revista da sociedade paranaense de matematica, vol. 18, nº 1-2.
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« Écriture et signature: même comportement face à la reconnaissance? ».
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« Extraçao e codificaçao da estrutura lògica a partir de imagens de cheques bancàrios brasileiros ».
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« Amélioration de la modélisation Markovienne dans un système de reconnaissance de mots manuscrits ».
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« Reconhecimento do extenso manuscrito em cheques bancàrios brasileiros ».
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« Bases de dados de cheques bancarios brasileiros ».
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« Os sistemas de reconhecimento de assinaturas sob a otica da grafologia ».
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« Uma arquitetura multinivel para um sistema de reconhecimento de assinaturas usando modelos escondidos de Markov ».
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« Approche morphologique de correction de l'inclinaison des mots dans l'écriture manuscrite ».
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« Abordagem morfológica conrreção da inclinação da linha de base da escrita ».
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« Morphological approach of handwritten word skew correction ».
In International Symposium on Computer Graphics, Image Processing, and Vision, 1998. Proceedings. SIBGRAPI '98 (Rio de Janeiro, Brazil, Oct. 20-23, 1998)
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« Vérification de signatures manuscrites par modèles déformables ».
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« Multipost: Uma arquitetura de agentes cognitivos independientes para a triagem de correspondências brasileiras ».
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« MULTICHECK: une architecture d'agents cognitifs indépendants pour le traitement automatique des chèques bancaires brésiliens ».
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« Synthetic parameters for handwriting classification ».
In Proceedings of the Fourth International Conference on Document Analysis and Recognition (Ulm, Germany, Aug. 18-20, 1997)
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« Generation of signatures by deformations ».
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« Objective evaluation of the discriminant power of features in a HMM-based word recognition system ».
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« Segmentation of arabic cursive script ».
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« Binary image compression using identity mapping backpropagation neural network ».
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« A cognitive approach to off-line signature verification ».
International Journal of Pattern Recognition and Artificial Intelligence, vol. 11, nº 5.
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« Off-line signature verification : recent advances and perspectives ».
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« Une approche perceptuelle pour la définition d'une représentation adaptée au problème de la vérification hors-ligne des signatures manuscrites ».
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« Shape matrices as a mixed shape factor for off-line signature verification ».
In 4th International Conference on Document Analysis and Recognition (Ulm, Germany, Aug. 18-20, 1997)
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« Off-line signature verification by local granulometric size distributions ».
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« A simple methodology to bank cheque segmentation ».
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« A fuzzy perception for off-line handwritten signature verification ».
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« Fractals and neurological methods in handwriting analysis ».
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« A neural network approach to off-line signature verification using directional PDF ».
Pattern Recognition, vol. 29, nº 3.
pp. 415-424. Murshed, N.A., Bortolozzi, F. et Sabourin, Robert. 1996. « Classification of cancerous cells using fuzzy ARTMAP neural network ». Communication lors de la conférence : 13th International Conference on Pattern Recognition (ICPR) (Vienna, Austria, Aug., 1996).
Murshed, N.A., Bortolozzi, F. et Sabourin, Robert.
1996.
« The use of neural networks for classification of cancerous cells based on one-class problem approach ».
In Progress in neural information processing : ICONIP'96 : proceedings of the International Conference on Neural Information Processing, Hong Kong, September 24-27, 1996 (Hong Kong, China, 24-27 Sept., 1996)
pp. 1146-1151.
Berlin ; New York : Springer.
Murshed, Nabeel A., Bortolozzi, Flavio et Sabourin, Robert.
1996.
« A fuzzy ARTMAP-based classification system for detecting cancerous cells, based on the one-class problem approach ».
In Proceedings of the 13th International Conference on Pattern Recognition, 1996 (Vienna, Austria, Aug. 25-29, 1996)
pp. 478-482.
Institute of Electrical and Electronics Engineers Inc..
Murshed, Nabeel A., Bortolozzi, Flavio et Sabourin, Robert.
1996.
« Classification of cancerous cells based on the one-class problem approach ».
In Applications and Science of Artificial Neural Networks II (Orlando, FL, USA, April 9-12, 1996)
Coll. « Proceedings of the SPIE », vol. 2760.
pp. 487-494.
USA : SPIE-International Society for Optical Engineering. Sabourin, Robert. 1996. « Une approche perceptuelle pour la définition d'une représentation adaptée au problème de la vérification hors-ligne des signatures manuscrites ». Communication lors de la conférence : Colloque multidisciplinaire L'intelligence artificielle dans les technologies de l'information tenu dans le cadre du Congrès de l'ACFAS (Montréal, QC, Canada, 13-17 mai 1996).
Sabourin, Robert, Genest, Ginette et Prêteux, Françoise.
1996.
« Pattern spectrum as a local shape factor for off-line signature verification ».
In Proceedings of the 13th International Conference on Pattern Recognition (ICPR) (Vienns, Austria, Aug. 25-29, 1996)
pp. 43-48.
IEEE.
Simon, C., Levrat, E., Brémont, J. et Sabourin, Robert.
1996.
« Codage d'images de signatures manuscrites pour la vérification hors-ligne ».
In Rencontres Francophones sur la Logique Floue et ses Applications (LFA'96) (Nancy, France, 4-5 déc. 1996)
pp. 23-30.
Toulouse, France : Cépaduès Editions.
Simon, C., Querelle, R., Levrat, E., Brémont, J. et Sabourin, R..
1996.
« Codage d'images de signatures manuscrites pour la vérification hors-ligne ».
In L'Ecrit et le document: 4ème colloque national sur ..., Nantes, France, 3-5 Juillet, 1996 (Nantes, France, 3-5 juil. 1996)
pp. 171-177.
Nantes, France : Université de Nantes. 1995
Drouhard, Jean-pierre, Sabourin, Robert et Godbout, Mario.
1995.
« A comparative study of the k nearest neighbour, threshold and neural network classifiers for handwritten signature verification using an enhanced directional PDF ».
In Proceedings of the Third International Conference on Document Analysis and Recognition, 1995 (Montreal, QC, Canada, Aug. 14-16, 1995)
pp. 807-810.
Murshed, Nabeel A., Bortolozzi, Flavio et Sabourin, Robert.
1995.
« Off-line signature verification using fuzzy ARTMAP neural network ».
In IEEE International Conference on Neural Networks, 1995. Proceedings (Perth, WA, Australia, Nov. 27-Dec. 1, 1995)
pp. 2179-2184.
Murshed, Nabeel A., Bortolozzi, Flavio et Sabourin, Robert.
1995.
« Off-line signature verification without requiring random forgeries for training ».
In Image Analysis Applications and Computer Graphics : Third International Computer Science Conference, ICSC '95 Hong Kong, December 11–13, 1995 Proceedings (Hong Kong, China, Dec. 11-13, 1995)
Coll. « Lecture Notes in Computer Science », vol. 1024.
pp. 107-115.
Springer.
Murshed, Nabeel A., Bortolozzi, Flavio et Sabourin, Robert.
1995.
« Off-line signature verification, without a priori knowledge of class ω2. A new approach ».
In Proceedings of the Third International Conference on Document Analysis and Recognition, 1995 (Montreal, QC, Canada, Aug. 14-16, 1995)
pp. 191-196.
IEEE.
Ross, Y., de Guise, Jacques A., Potvin, J., Bleau, A., Sabourin, Robert, Dansereau, Jean et Labelle, Hubert.
1995.
« Digital radiography segmentation of scoliotic vertebral pedicles using morphological segmentation ».
In
Three Dimensional Analysis of Spinal Deformities.
Coll. « Studies in Health Technology and Informatics », vol. 15.
pp. 63-68. Amsterdam, Netherlands : IOS Press.
Sabourin, R. et Genest, G..
1995.
« Définition et évaluation d'une famille de représentations pour la vérification hors-ligne des signatures ».
Traitement du Signal, vol. 12, nº 6.
pp. 585-596.
Sabourin, Robert et Genest, Ginette.
1995.
« An Extended-Shadow-Code based approach for off-line signature verification: Part II- evaluation of several multi-classifier combination strategies ».
In Proceedings of the Third International Conference on Document Analysis and Recognition, 1995 (Montreal, QC, Canada, Aug. 14-16, 1995)
pp. 197-201.
1994
Cheriet, M., Thibault, R. et Sabourin, R..
1994.
« Segmentation visuelle des caractères manuscrits ».
In 4th Annual IRIS/PRECARN Conference (Toronto, ON, Canada, 21-23 june, 1994)
pp. 148-149.
Cheriet, Mohamed, Thibault, R. et Sabourin, Robert.
1994.
« A multi-resolution based approach for handwriting segmentation in gray-scale images ».
In IEEE International Conference Image Processing (ICIP) (Austin, TX, USA, Nov. 13-16, 1994)
pp. 159-163.
Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
Drouhard, Jean-Pierre, Sabourin, Robert et Godbout, Mario.
1994.
« Evaluation of a training method and of various rejection criteria for a neural network classifier used for off-line signature verification ».
In IEEE International Conference on Neural Networks, IEEE World Congress on Computational Intelligence (Orlando, FL, USA, June 27-Jul. 2, 1994)
pp. 4294-4299.
Piscataway, NJ, USA : Institute of Electrical and Electronics Engineers. Howison, R., de Guise, J. A. et Sabourin, Robert. 1994. « Implantation et validation d'une technique de segmentation des contours costaux sur des stéréoradiographies ». Communication lors de la conférence : 3e congrès de l'Association québécoise des fabricants de l'industrie médicale (AQFIM) (Montréal, QC, Canada, 9-10 nov. 1994).
Ross, Y., de Guise, J. A., Bleau, A., Dansereau, J. et Sabourin, R..
1994.
« Computer assisted detection of scoliotic vertebral pedicles using morphological segmentation ».
In 2nd International Symposium on three-dimensional scoliotic deformities, combined with 8th International Symposium on surface topography and spinal deformity:26-29 September 1994, Pescara, Italy (Pescara, Italy, Sept. 26-29, 1994)
Ross, Y., Potvin, J., Bleau, A., Sabourin, R. et de Guise, J. A..
1994.
« Digital radiography detection of scoliotic vertebral pedicles using morphological segmentation ».
In Proceedings of the Society Internationale de Recherche en Orthopedie et Traumatologie (SIROT) (Boston, MA, USA, Oct. 27-30, 1994)
p. 53.
Sabourin, R. et Genest, G..
1994.
« Coopération de classificateurs pour la vérification automatique des signatures ».
In CNED 94 : 3ème Colloque national sur l'écrit et le document, Rouen, 6-7-8 juillet 1994 (Rouen, France, 6-8 juillet, 1994)
Mont-Saint-Aignan, France : IUT de Rouen.
Sabourin, Robert et Genest, Ginette.
1994.
« An extended-shadow-code based approach for off-line signature verification. I. Evaluation of the bar mask definition ».
In 12th International Conference on Pattern Recognition- Conference B: Computer Vision & Image Processing (Jerusalem, Oct. 9-13, 1994)
pp. 450-453.
Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers Computer Society.
Sabourin, Robert, Plamondon, Réjean et Beaumier, Louis.
1994.
« Structural interpretation of handwritten signature images ».
International Journal of Pattern Recognition and Artificial Intelligence, vol. 8, nº 3.
pp. 709-48. 1993
de Guise, Jacques A., Potvin, J., Sabourin, Robert et Dansereau, Jean.
1993.
« A radiographic knowledge based system for the localization of scoliotic vertebral anatomical landmarks ».
In Fourth International Symposium on Computer Simulation in Biomechanics (Montlignon, Paris, June 30-July 2, 1993)
1/10-11/13.
Sabourin, Robert. 1993. « State of the Art in the field of automatic signature verification ». Communication lors de la conférence : Séminaire de 2 heures, au Centro Federal De Educaçao Technologica Do Parana (CEFET-PR) (Brazil, May 13, 1993).
Sabourin, Robert, Cheriet, Mohamed et Genest, Christian.
1993.
« An extended-shadow-code based approach for off-line signature verification ».
In Proceedings of 2nd International Conference on Document Analysis and Recognition (ICDAR '93) (Tsukuba Science City, Japan, Oct. 20-22, 1993)
pp. 1-5.
Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers (IEEE).
Simon, Christophe, Levrat, Eric, Sabourin, Robert et Bombardier, Vincent.
1993.
« Vérification automatique des signatures manuscrites par classification floue ».
In Actes des 3ème journées nationales sur les applications des ensembles flous (Nîmes, France, 26-27 oct. 1993)
1992
de Guise, Jacques A., Sabourin, Robert et Lalonde, J.L..
1992.
« A stereocorrespondance method for the 3D reconstruction of the scoliotic spine and rib cage ».
In International Symposium on 3-d Scoliotic Deformities : joined with the VIIth International Symposium on Spinal Deformity and Surface Topography (Montreal, QC, Canada, June 27-30, 1992)
pp. 376-380.
Montréal, Québec : Editions de l'école polytechnique de Montréal ; Stuttgart : G. Fischer Verlag.
de Guise, Jacques, Sabourin, Robert, Lalonde, J.-L. et Dansereau, J..
1992.
« Development of a stereoradiographic correspondence method for the 3D reconstruction of the scoliotic spine and rib cage ».
In International Symposium on 3-d Scoliotic Deformities : joined with the VIIth International Symposium on Spinal Deformity and Surface Topography (Montreal, QC, Canada, June 27-30, 1992)
pp. 376-380.
Montreal, QC, Canada : École Polytechnique de Montréal. Lalonde, J.L., de Guise, Jacques A. et Sabourin, Robert. 1992. « Mise au point d'un utilitaire graphique interactif pour la définition et la validation des relations spatiales entre primitives géométriques ». Communication lors de la conférence : Conférence Canadienne et Exposition sur l'Automatisation Industrielle (ISA) (Montréal, QC, Canada, 1992).
Lalonde, J.-L., de Guise, Jacques et Sabourin, Robert.
1992.
« Mise au point d'un utilitaire graphique interactif pour la définition et la validation des relations spatiales entre primitives géométriques ».
In Automatisation industrielle : conférence Canadienne et exposition : École de Technologie Supérieure Montréal, 1-3 juin 1992 : actes de la conférence = Industrial automation : Canadian conference and exhibition : Ecole de Technologie Supérieure Montre (Montréal, QC, Canada, 1-3 juin 1992)
20.13-20.16.
Montréal, QC, Canada : International Association for Industrial Automation.
Sabourin, Robert.
1992.
« Choix d'un facteur de forme basé sur l'utilisation des matrices d'échantillonage polaire (MEP) ».
In Automatisation industrielle : conférence Canadienne et exposition : École de Technologie Supérieure Montréal, 1-3 juin 1992 : actes de la conférence = Industrial automation : Canadian conference and exhibition : Ecole de Technologie Supérieure Montre (Montréal, QC, Canada, 1-3 juin 1992)
20.21-20.25.
Montréal, QC, Canada : International Association for Industrial Automation.
Sabourin, Robert.
1992.
« Évaluation d'un classificateur de type LVQ de Kohonen pour la vérification automatique de l'identité ».
In Traitement de l'écriture et des documents ; Texte imprimé : actes (Nancy, France, 6-7 juil. 1992)
pp. 160-167.
Rennes, France : IRISA.
Sabourin, Robert et Drouhard, Jean-Pierre.
1992.
« Off-line signature verification using directional PDF and neural networks ».
In Proceedings. 11th IAPR International Conference on Pattern Recognition. Vol.II. Conference B: Pattern Recognition Methodology and Systems (The Hague, Netherlands, Aug. 30-Sept. 3, 1992)
pp. 321-325.
Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers (IEEE).
Sabourin, Robert, Drouhard, Jean-Pierre, Gagné, L. et Paquet, N..
1992.
« Automatic handwritten signature verification using directional PDF and neural networks: a feasibility study ».
In Automatisation industrielle : conférence Canadienne et exposition : École de Technologie Supérieure Montréal, 1-3 juin 1992 : actes de la conférence = Industrial automation : Canadian conference and exhibition : Ecole de Technologie Supérieure Montre (Montreal, QC, Canada, 1-3 juin 1992)
20.17-20.20.
Montreal, QC, Canada : International Association for Industrial Automation.
Sabourin, Robert, Plamondon, R. et Lorette, Guy.
1992.
« Off-line identification with handwritten signature images : survey and perspectives ».
In
Structured document image analysis.
pp. 219-234. Berlin, Germany : Springer-Verlag. 1991
Sabourin, R. et Plamondon, R..
1991.
« Observability and similarity in spatial relations in the structural interpretation of handwritten signature images ».
In Seventh Scandinavian conference on images analysis (Aalborg, Denmark, Aug. 12-17, 1991)
pp. 477-485.
1990
Plamondon, Réjean, Lorette, Guy et Sabourin, Robert.
1990.
« Automatic processing of signatures images : static techniques and methods ».
In
Computer Processing of Handwritting.
pp. 49-63. Singapore : World scientific publication.
Sabourin, R. et Plamondon, R..
1990.
« Progress in the field of automatic handwritten signature verifications systems using gray level image ».
In Frontiers in handwriting recognition (Montreal, QC, Canada, Apr. 2-3, 1990)
pp. 1-12.
Montreal : Centre for Pattern Recognition & Machine Intelligence, Concordia University.
Sabourin, R., Plamondon, R. et Lorette, G..
1990.
« Off-Line identification with handwritten signature images : survey and perspectives ».
In Syntactic & structural pattern recognition : pre-proceedings SSPR'90 ; International Association for Pattern Recognition Workshop ... Murray Hill, New Jersey, USA, June 13 - 15, 1990 ; refereed papers and unrefereed abstracts (Murray Hill, NJ, USA, June 13-15, 1990)
pp. 377-391.
Morris Plains, NJ : Compton Pr.
Sabourin, Robert et Plamondon, Réjean.
1990.
« Steps toward efficient processing of handwritten signature images ».
In Vision Interface '90 : proceedings/compte rendu (Halifax, NS, Canada, May 14-18, 1990)
pp. 94-104.
Canadian Image Processing and Pattern Recognition Society. 1988
Sabourin, Robert et Plamondon, Réjean.
1988.
« Segmentation of handwritten signature images using the statistics of directional data ».
In 9th International Conference on Pattern Recognition (Rome, Italy, Nov. 14-17, 1988)
pp. 282-285.
IEEE. 1987
Sabourin, R. et Plamondon, R..
1987.
« On the implementation of some graphometric techniques for interactive signature verification : a feasability study ».
In Comptes rendus du troisième symposium international sur l'écriture manuscrite et ses applications informatiques, Montréal, Canada, 20-23 juillet 1987 = Proceedings of the third International Symposium on Handwriting and Computer Applications (Montréal, QC, Canada, July 20-23,1987)
pp. 160-162.
Montréal : École polytechnique de Montréal. 1986Sabourin, R. et Plamondon, R.. 1986. « La vérification par ordinateur des signatures manuscrites ». Communication lors de la conférence : ACFAS'86 (Montréal, QC, Canada, 16-20 mai 1986).
Sabourin, Robert et Plamondon, Réjean.
1986.
« Preprocessing of handwritten signatures from image gradient analysis ».
In 8th International Conference on Pattern Recognition (ICPR'86) (Paris, France, Oct. 27-31, 1986)
pp. 576-579.
Washington, D.C. : IEEE Computer Society Press. |
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