| La vitrine de diffusion des publications et contributions des chercheurs de l'ÉTS |
| ENGLISH |
Le groupe de recherche est "LIVIA - Laboratoire d'imagerie, de vision et d'intelligence artificielle"Nombre de documents archivés : 1419. 2025
Hou, Linlin, Yan, Zishen, Desrosiers, Christian et Liu, Hui.
2025.
« MFCPNet: Real time medical image segmentation network via multi-scale feature fusion and channel pruning ».
Biomedical Signal Processing and Control, vol. 100, nº Part B.
Murugesan, Balamurali, Silva-Rodríguez, Julio, ben Ayed, Ismail et Dolz, Jose.
2025.
« Robust calibration of large vision-language adapters ».
In Computer Vision – ECCV 2024 : 18th European Conference, 2024, Proceedings, Part XXI (Milan, Italy, Sept. 29-Oct. 04, 2024)
Coll. « Lecture notes in computer science », vol. 15082.
pp. 147-165.
Springer.
Silva-Rodríguez, Julio, Chakor, Hadi, Kobbi, Riadh, Dolz, Jose et Ben Ayed, Ismail.
2025.
« A Foundation Language-Image Model of the Retina (FLAIR): Encoding expert knowledge in text supervision ».
Medical Image Analysis, vol. 99.
2024
Adiga V, Sukesh, Dolz, Jose et Lombaert, Herve.
2024.
« Anatomically-aware uncertainty for semi-supervised image segmentation ».
Medical Image Analysis, vol. 91.
Agarwal, Pranav, Andrews, Sheldon et Kahou, Samira Ebrahimi.
2024.
« Learning to play Atari in a world of tokens ».
In International Conference on Machine Learning (Vienna, Austria, July 21-27, 2024)
Coll. « Proceedings of Machine Learning Research », vol. 235.
pp. 313-328.
ML Research Press.
Alidadi, Mahsa, Mohebbi, Maryam et Forouzanfar, Mohamad.
2024.
« Blood pressure estimation based on the timing of the arterial reflected waves by oscillometric pulse wave decomposition ».
IEEE Journal of Biomedical and Health Informatics.
Aslam, Muhammad Haseeb, Zeeshan, Muhammad Osama, Belharbi, Soufiane, Pedersoli, Marco, Koerich, Alessandro Lameiras, Bacon, Simon et Granger, Eric.
2024.
« Distilling privileged multimodal information for expression recognition using optimal transport ».
In IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG) (Istanbul, Turkey, May 27-31, 2024)
Institute of Electrical and Electonics Engineers.
Avelino, Juscimara G., Cavalcanti, George D. C. et Cruz, Rafael M. O..
2024.
« Resampling strategies for imbalanced regression: a survey and empirical analysis ».
Artificial Intelligence Review, vol. 57, nº 4.
Bashir, M., Zonzini, N., Martel, S. L., Botez, R. M., Ceruti, A. et Wong, T..
2024.
« Numerical investigation of the dynamic stall reduction on the UAS-S45 aerofoil using the optimised aerofoil method ».
Aeronautical Journal, vol. 128, nº 1321.
pp. 441-468.
Bashir, Musavir, Botez, Ruxandra M. et Wong, Tony.
2024.
« Design & optimization of Droop Nose Leading Edge (DNLE) morphing wing skin for the UAS-S45 ».
In AIAA SciTech Forum and Exposition (Orlando, FL, USA, Jan. 08-12, 2024)
Coll. « AIAA Paper », vol. AIAA 2024-2150.
American Institute of Aeronautics and Astronautics Inc, AIAA.
Bashir, Musavir, Botez, Ruxandra Mihaela et Wong, Tony.
2024.
« Effect of dynamic camber morphing on dynamic stall characteristics of the Bombardier CRJ-700 ».
In AIAA Aviation Forum and ASCEND (Las Vegas , NV, USA, July 29-Aug. 02 ,2024)
Coll. « AIAA Paper », vol. AIAA 2024-3926.
American Institute of Aeronautics and Astronautics Inc, AIAA.
Bashir, Musavir, Negahban, Mir Hossein, Botez, Ruxandra Mihaela et Wong, Tony.
2024.
« Numerical simulation of the transient flow around the combined morphing leading-edge and trailing-edge airfoil ».
Biomimetics, vol. 9, nº 2.
Belharbi, Soufiane, Pedersoli, Marco, Lameiras Koerich, Alessandro, Bacon, Simon et Granger, Eric.
2024.
« Guided interpretable facial expression recognition via spatial action unit cues ».
In IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG) (Istanbul, Turkey, May 27-31, 2024)
Brignol, Arnaud, Cheriet, Farida, Aubin-Fournier, Jean-François, Fortin, Carole et Laporte, Catherine.
2024.
« Robust unsupervised texture segmentation for motion analysis in ultrasound images ».
International Journal of Computer Assisted Radiology and Surgery.
Chaddad, Ahmad, Wu, Yihang et Desrosiers, Christian.
2024.
« Federated learning for healthcare applications ».
IEEE Internet of Things Journal, vol. 11, nº 5.
pp. 7339-7358.
Cheraghalikhani, Milad, Noori, Mehrdad, Osowiechi, David, Hakim, Gustavo A. Vargas, Ben Ayed, Ismail et Desrosiers, Christian.
2024.
« Structure-aware feature stylization for domain generalization ».
Computer Vision and Image Understanding, vol. 244.
Chiaroni, Florent, Boudiaf, Malik, Mitiche, Amar et Ben Ayed, Ismail.
2024.
« Simplex clustering via sBeta with applications to online adjustment of black-box predictions ».
IEEE Transactions on Pattern Analysis and Machine Intelligence.
Dahmani, Jawad, Petit, Yvan et Laporte, Catherine.
2024.
« Quantitative validation of two model-based methods for the correction of probe pressure deformation in ultrasound ».
International Journal of Computer Assisted Radiology and Surgery, vol. 19, nº 2.
pp. 309-320.
Davtalab, Reza, Cruz, Rafael M. O. et Sabourin, Robert.
2024.
« A scalable dynamic ensemble selection using fuzzy hyperboxes ».
Information Fusion, vol. 102.
de Amorim, Lucas B. V., Cavalcanti, George D. C. et Cruz, Rafael M. O..
2024.
« Meta-scaler: A meta-learning framework for the selection of scaling techniques ».
IEEE Transactions on Neural Networks and Learning Systems.
de Melo, Wheidima Carneiro, Granger, Eric et Lopez, Miguel Bordallo.
2024.
« Facial expression analysis using decomposed multiscale spatiotemporal networks ».
Expert Systems with Applications, vol. 236.
Deng, Shengziang, Ben Ayed, Ismail et Sun, Hongpeng.
2024.
« A preconditioned alternating minimization framework for nonconvex and half quadratic regularization ».
Inverse Problems and Imaging, vol. 18, nº 4.
pp. 1024-1051.
Ensina, Leandro A., de Oliveira, Luiz E. S., Cruz, Rafael M. O. et Cavalcanti, G. D. C..
2024.
« Fault distance estimation for transmission lines with dynamic regressor selection ».
Neural Computing and Applications, vol. 36, nº 4.
pp. 1741-1759.
Farhangian, Faramarz, Cruz, Rafael M. O. et Cavalcanti, George D. C..
2024.
« Fake news detection: Taxonomy and comparative study ».
Information Fusion, vol. 103.
Farzam, Ramin, Azad, Mohammad Hasan, Moghaddam, Hamid Abrishami et Forouzanfar, Mohamad.
2024.
« Beat-to-beat oscillometric blood pressure estimation: A bayesian approach with system identification ».
IEEE Transactions on Biomedical Engineering.
Ghaib, Maha, Shateri, MohammadHadi, Thomson, Douglas et Svecova, Dagmar.
2024.
« Comparison between microstructural analysis of GFRP and CFRP rebars using micro computed tomography (μCT), scanning electron microscope (SEM), and acoustic emission (AE) techniques ».
Composites Science and Technology, vol. 250.
Guichemerre, Alexis, Belharbi, Soufiane, Mayet, Tsiry, Murtaza, Shakeeb, Shamsolmoali, Pourya, McCaffrey, Luke et Granger, Eric.
2024.
« Source-free domain adaptation of weakly-supervised object localization models for histology ».
In IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (Seattle, WA, USA, June 17-18, 2024)
pp. 33-43.
IEEE Computer Society.
Gumus, Kazim Z., Nicolas, Julien, Gopireddy, Dheeraj R., Dolz, Jose, Jazayeri, Seyed Behzad et Bandyk, Mark.
2024.
« Deep learning algorithms for bladder cancer segmentation on multi-parametric MRI ».
Cancers, vol. 16, nº 13.
Hasan Azad, Mohammad, Robillard, Rebecca, Higginson, Caitlin, Lina, Jean-Marc et Forouzanfar, Mohamad. 2024. « Unraveling sleep EEG-ECG interactions in major depression: Preliminary results of a coherence analysis ». Affiche présentée lors de la conférence : 38th Annual Meeting of the Associated Professional Sleep Societies (Houston, TX, USA, June 02-05, 2024).
Izadi, Saadat et Forouzanfar, Mohamad.
2024.
« Error correction and adaptation in conversational AI: A review of techniques and applications in chatbots ».
AI, vol. 5, nº 2.
pp. 803-841.
Jalalian, Hesam et Cruz, Rafael M. O..
2024.
« MLRS-PDS: A Meta-learning recommendation of dynamic ensemble selection pipelines ».
In International Joint Conference on Neural Networks (IJCNN) (Yokohama, Japan, June 30-July 05, 2024)
Institute of Electrical and Electronics Engineers Inc..
Khajehpiri, Boshra, Granger, Eric, De Zambotti, Massimiliano, Baker, Fiona C., Yuksel, Dilara et Forouzanfar, Mohamad.
2024.
« SleepBP-Net: A time-distributed convolutional network for nocturnal blood pressure estimation from photoplethysmogram ».
IEEE Sensors Journal, vol. 24, nº 12.
pp. 19590-19600.
Kossi, Koffi, Coulombe, Stéphane et Desrosiers, Christian.
2024.
« No-reference video quality assessment using transformers and attention recurrent networks ».
IEEE Access, vol. 12.
pp. 140671-140680.
Latortue, David, Kdayem, Moetez, Guerrero Pena, Fidel A., Granger, Eric et Pedersoli, Marco.
2024.
« Evaluating supervision levels trade-offs for infrared-based people counting ».
In IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW) (Waikoloa, HI, USA, Jan. 01-06, 2024)
pp. 290-299.
Institute of Electrical and Electronics Engineers Inc..
Legrene, Inoussa, Wong, Tony et Dessaint, Louis-A..
2024.
« Horizontal global solar irradiance prediction using genetic algorithm and LSTM methods ».
In IEEE 19th Conference on Industrial Electronics and Applications (ICIEA) (Kristiansand, Norway, Aug. 05-08, 2024)
Institute of Electrical and Electronics Engineers Inc..
Legrene, Inoussa, Wong, Tony et Dessaint, Lucas A..
2024.
« Practical cost effectiveness analysis for solar energy systems: Case study of stand-alone retail building ».
In IEEE 18th International Conference on Compatibility, Power Electronics and Power Engineering (CPE-POWERENG) (Gdynia, Poland, June 24-26, 2024)
Institute of Electrical and Electronics Engineers Inc..
Li, Sen, Cheriet, Farida, Gauthier, Lou et Laporte, Catherine.
2024.
« Automatic 3D lamina curve extraction from freehand 3D ultrasound data using sequential localization recurrent convolutional networks ».
IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control.
Li, Yangke, Wei, Guangshun, Desrosiers, Christian et Zhou, Yuanfeng.
2024.
« Decoupled and boosted learning for skeleton-based dynamic hand gesture recognition ».
Pattern Recognition, vol. 153.
Liu, Bingyuan, Dolz, Jose, Galdran, Adrian, Kobbi, Riadh et Ben Ayed, Ismail.
2024.
« Do we really need dice? The hidden region-size biases of segmentation losses ».
Medical Image Analysis, vol. 91.
Liu, Jinhua, Desrosiers, Christian, Yu, Dexin et Zhou, Yuanfeng.
2024.
« Semi-supervised medical image segmentation using cross-style consistency with shape-aware and local context constraints ».
IEEE Transactions on Medical Imaging, vol. 43, nº 4.
pp. 1449-1461.
Maleki Varnosfaderani, Shiva et Forouzanfar, Mohamad.
2024.
« The role of AI in hospitals and clinics: Transforming healthcare in the 21st century ».
Bioengineering, vol. 11, nº 4.
Mohseni, Alireza, Duchaine, Vincent et Wong, Tony.
2024.
« Improvement in Monte Carlo localization using information theory and statistical approaches ».
Engineering Applications of Artificial Intelligence, vol. 131.
Mounsaveng, Saypraseuth, Chiaroni, Florent, Boudiaf, Malik, Pedersoli, Marco et Ben Ayed, Ismail.
2024.
« Bag of tricks for fully test-time adaptation ».
In IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (Waikoloa, HI, USA, Jan. 03-08, 2024)
pp. 1925-1934.
Institute of Electrical and Electronics Engineers Inc..
Murtaza, Shakeeb, Pedersoli, Marco, Sarraf, Aydin et Granger, Eric.
2024.
« Leveraging transformers for weakly supervised object localization in unconstrained videos ».
In Artificial Neural Networks in Pattern Recognition : 11th IAPR TC3 Workshop, ANNPR 2024, Proceedings (Montreal, QC, Canada, Oct. 10-12, 2024)
Coll. « Lecture notes in computer science », vol. 15154.
pp. 195-207.
Springer.
Murugesan, Balamurali, Hussain, Rukhshanda, Bhattacharya, Rajarshi, Ben Ayed, Ismail et Dolz, Jose.
2024.
« Prompting classes: Exploring the power of prompt class learning in weakly supervised semantic segmentation ».
In IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (Waikoloa, HI, USA, Jan. 03-08, 2024)
pp. 290-301.
Institute of Electrical and Electronics Engineers Inc..
Murugesan, Balamurali, Silva-Rodriguez, Julio, Ben Ayed, Ismail et Dolz, Jose.
2024.
« Class and region-adaptive constraints for network calibration ».
In Medical Image Computing and Computer Assisted Intervention – MICCAI 2024 : 27th International Conference, Proceedings, Part VIII (Marrakesh, Morocco, Oct. 06-10, 2024)
Coll. « Lecture Notes in Computer Science », vol. 15008.
pp. 57-67.
Springer.
Nicolas, Julien, Chiaroni, Florent, Ziko, Imtiaz, Ahmad, Ola, Desrosiers, Christian et Dolz, Jose.
2024.
« MoP-CLIP: A mixture of prompt-tuned CLIP models for domain incremental learning ».
In IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (Waikoloa, HI, USA, Jan. 03-08, 2024)
pp. 1751-1761.
Institute of Electrical and Electronics Engineers Inc..
Ning, Bohao, Londono, Irene, Laporte, Catherine et Villemure, Isabelle.
2024.
« Zoledronate reduces loading-induced microdamage in cortical ulna of ovariectomized rats ».
Journal of the Mechanical Behavior of Biomedical Materials, vol. 150.
Noori, Mehrdad, Cheraghalikhani, Milad, Bahri, Ali, Vargas Hakim, Gustavo A., Osowiechi, David, Ben Ayed, Ismail et Desrosiers, Christian.
2024.
« TFS-ViT: Token-level feature stylization for domain generalization ».
Pattern Recognition, vol. 149.
Peng, Jizong, Wang, Ping, Pedersoli, Marco et Desrosiers, Christian.
2024.
« Boundary-aware information maximization for self-supervised medical image segmentation ».
Medical Image Analysis, vol. 94.
Pramanik, Rishav, Villa-Vásquez, José-Fabian et Pedersoli, Marco.
2024.
« Masked multi-query slot attention for unsupervised object discovery ».
In International Joint Conference on Neural Networks (IJCNN) (Yokohama, Japan, June 30-July 05, 2024)
Institute of Electrical and Electronics Engineers Inc..
Roshanfar, Melika, Ghiami Azad, Amir Reza et Forouzanfar, Mohamad.
2024.
« Predicting fatigue life of shear connectors in steel-concrete composite bridges using artificial intelligence techniques ».
Fatigue and Fracture of Engineering Materials and Structures, vol. 47, nº 3.
pp. 818-832.
Roudini, Bijan, Khajehpiri, Boshra, Moghaddam, Hamid Abrishami et Forouzanfar, Mohamad.
2024.
« Machine learning predicts long-term mortality after acute myocardial infarction using systolic time intervals and routinely collected clinical data ».
Intelligent Medicine.
Sadraoui, Aymen, Martin, Ségolène, Barbot, Eliott, Laurent-Bellue, Astrid, Pesquet, Jean-Christophe, Guettier, Catherine et Ben Ayed, Ismail.
2024.
« A transductive few-shot learning approach for classification of digital histopathological slides from liver cancer ».
In IEEE International Symposium on Biomedical Imaging (ISBI) (Athens , Greece, May 27-30, 2024)
IEEE Computer Society.
Shahsavari, Mohammadreza, Delfan, Niloufar et Forouzanfar, Mohamad.
2024.
« Localizing the origin of idiopathic ventricular arrhythmias from ECG using a recurrent convolutional neural network with attention ».
IEEE Transactions on Instrumentation and Measurement, vol. 73.
Shakeri, Fereshteh, Huang, Yunshi, Silva-Rodríguez, Julio, Bahig, Houda, Tang, An, Dolz, José et Ben Ayed, Ismail.
2024.
« Few-shot adaptation of medical vision-language models ».
In Medical Image Computing and Computer Assisted Intervention – MICCAI 2024 : 27th International Conference, Proceedings, Part XII (Marrakesh, Morocco, Oct. 06-10, 2024)
Coll. « Lecture notes in computer science », vol. 15012.
pp. 553-563.
Springer.
Shamsolmoali, Pourya, Zareapoor, Masoumeh, Das, Swagatam, Granger, Eric et Garcia, Salvador.
2024.
« Hybrid Gromov-Wasserstein embedding for capsule learning ».
IEEE Transactions on Neural Networks and Learning Systems.
Shamsolmoali, Pourya, Zareapoor, Masoumeh, Granger, Eric et Felsberg, Michael.
2024.
« SeTformer is what you need for vision and language ».
[Article de conférence]. Proceedings of the AAAI Conference on Artificial Intelligence, vol. 38, nº 5.
pp. 4713-4721.
Shateri, MohammadHadi, Messina, Francisco, Labeau, Fabrice et Piantanida, Pablo.
2024.
« Preserving privacy in GANs against membership inference attack ».
IEEE Transactions on Information Forensics and Security, vol. 19.
pp. 1728-1743.
Silva-Rodriguez, Julio, Chelbi, Jihed, Kabir, Waziha, Chakor, Hadi, Dolz, Jose, Ben Ayed, Ismail et Kobbi, Riadh.
2024.
« Exploring the transferability of a foundation model for fundus images: Application to hypertensive retinopathy ».
In Advances in Computer Graphics : 40th Computer Graphics International Conference, CGI : Proceedings (Shanghai, China, Aug. 28-Sept. 01, 2023)
Coll. « Lecture Notes in Computer Science », vol. 14497.
pp. 427-437.
Springer Science and Business Media Deutschland GmbH.
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.
Théberge, Antoine, Desrosiers, Christian, Boré, Arnaud, Descoteaux, Maxime et Jodoin, Pierre-Marc.
2024.
« What matters in reinforcement learning for tractography ».
Medical Image Analysis, vol. 93.
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.
Waligora, Paul, Haseeb Aslam, Muhammad, Zeeshan, Muhammad Osama, Belharbi, Soufiane, Koerich, Alessandro Lameiras, Pedersoli, Marco, Bacon, Simon et Granger, Eric.
2024.
« Joint multimodal transformer for emotion recognition in the wild ».
In IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (Seattle, WA, USA, June 17-18, 2024)
pp. 4625-4635.
IEEE Computer Society.
Wu, Yihang, Desrosiers, Christian et Chaddad, Ahmad.
2024.
« FACMIC: Federated Adaptative CLIP Model for Medical Image Classification ».
In Medical Image Computing and Computer Assisted Intervention – MICCAI 2024 : 27th International Conference, Proceedings, Part XII (Marrakesh, Morocco, Oct. 06-10, 2024)
Coll. « Lecture Notes in Computer Science », vol. 15012.
pp. 531-541.
Springer.
Zeeshan, Muhammad Osama, Aslam, Muhammad Haseeb, Belharbi, Soufiane, Koerich, Alessandro Lameiras, Pedersoli, Marco, Bacon, Simon et Granger, Eric G..
2024.
« Subject-based domain adaptation for facial expression recognition ».
In IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG) (Istanbul, Turkey, May 27-31, 2024)
Institute of Electrical and Electronics Engineers Inc.. 2023
Adiga Vasudeva, Sukesh, Dolz, Jose et Lombaert, Herve.
2023.
« GeoLS: Geodesic label smoothing for image segmentation ».
In International Confefence on Medical Imaging with Deep Learning (MIDL) (Nashville, TN, USA, July 10-12, 2023)
Coll. « Proceedings of Machine Learning Research », vol. 227.
pp. 468-478.
ML Research Press.
Amiri-Ramsheh, Behnam, Nait Amar, Menad, Shateri, MohammadHadi et Hemmati-Sarapardeh, Abdolhossein.
2023.
« On the evaluation of the carbon dioxide solubility in polymers using gene expression programming ».
Scientific Reports, vol. 13, nº 1.
Asl, MirHamed, Shateri, MohammadHadi et Labeau, Fabrice.
2023.
« α-mutual information: a tunable privacy measure for privacy protection in data sharing ».
In International Conference on Machine Learning and Applications (ICMLA) (Jacksonville, FL, USA, Dec. 15-17, 2023)
pp. 1206-1211.
IEEE.
Aslam, Muhammad Haseeb, Osama Zeeshan, Muhammad, Pedersoli, Marco, Koerich, Alessandro L., Bacon, Simon et Granger, Eric.
2023.
« Privileged knowledge distillation for dimensional emotion recognition in the wild ».
In IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (Vancouver, BC, Canada, June 17-24, 2023)
pp. 3338-3347.
IEEE Computer Society.
Asnaashari, Saleh, Shateri, MohammadHadi, Hemmati-Sarapardeh, Abdolhossein et Band, Shahab S..
2023.
« Modeling of the sintered density in Cu-Al alloy using machine learning approaches ».
ACS Omega, vol. 8, nº 31.
pp. 28036-28051.
Ataky, Steve Tsham Mpinda et Lameiras Koerich, Alessandro.
2023.
« E-BiT: Extended bio-inspired texture descriptor for 2D texture analysis and characterization ».
Electronics, vol. 12, nº 9.
Ataky, Steve Tsham Mpinda et Lameiras Koerich, Alessandro.
2023.
« Multiresolution texture analysis of histopathologic images using ecological diversity measures[Formula presented] ».
Expert Systems with Applications, vol. 224.
Ataky, Steve Tsham Mpinda, Saqui, Diego, de Matos, Jonathan, de Souza Britto Junior, Alceu et Lameiras Koerich, Alessandro.
2023.
« Multiscale analysis for improving texture classification ».
Applied Sciences, vol. 13, nº 3.
Bahmaninia, Hamid, Shateri, MohammadHadi, Atashrouz, Saeid, Jabbour, Karam, Hemmati-Sarapardeh, Abdolhossein et Mohaddespour, Ahmad.
2023.
« Predicting the equilibrium solubility of CO2 in alcohols, ketones, and glycol ethers: Application of ensemble learning and deep learning approaches ».
Fluid Phase Equilibria, vol. 567.
Barboza, Eduardo V. L., De Almeida, Paulo R. L., De Souza Britto, Alceu et Cruz, Rafael M. O..
2023.
« Distance functions and normalization under stream scenarios ».
In International Joint Conference on Neural Networks (Gold Coast, Australia, June 18-23, 2023)
Institute of Electrical and Electronics Engineers.
Bashir, Musavir, Longtin-Martel, Simon, Botez, Ruxandra M. et Wong, Tony.
2023.
« Design of a camber morphing winglet for the UAS-S45 with parametric sensitivity analysis ».
In AIAA SciTech Forum and Exposition, 2023 (National Harbor, MD, USA, Jan. 23-27, 2023)
Coll. « AIAA Paper », vol. AIAA 2023-1584.
American Institute of Aeronautics and Astronautics Inc, AIAA.
Bashir, Musavir, Negahban, Mir Hossein, Botez, Ruxandra M. et Wong, Tony.
2023.
« Aerodynamic flow control using a dynamically morphing leading edge (DMLE) for the UAS-S45 Airfoil ».
In AIAA Aviation and Aeronautics Forum and Exposition, AIAA AVIATION Forum 2023 (San Diego, CA, USA, June 12-16, 2023)
Coll. « AIAA Paper », vol. AIAA 2023-3746.
American Institute of Aeronautics and Astronautics Inc, AIAA.
Bashir, Musavir, Zonzini, Nicola, Botez, Ruxandra M., Ceruti, Alessandro et Wong, Tony.
2023.
« Numerical investigation of a dynamically morphing trailing edge UAS-S45 Airfoil at moderate Reynolds number ».
In AIAA SciTech Forum and Exposition, 2023 (National Harbor, MD, USA, Jan. 23-27, 2023)
Coll. « AIAA Paper », vol. AIAA 2023-1585.
American Institute of Aeronautics and Astronautics Inc, AIAA.
Bashir, Musavir, Zonzini, Nicola, Botez, Ruxandra Mihaela, Ceruti, Alessandro et Wong, Tony.
2023.
« Flow control around the UAS-S45 pitching airfoil using a dynamically morphing leading edge (DMLE): A numerical study ».
Biomimetics, vol. 8, nº 1.
Batool, Zahra, Zhang, Kaiwen et Toews, Matthew.
2023.
« Block-RACS: Towards reputation-aware client selection and monetization mechanism for federated learning ».
ACM SIGAPP Applied Computing Review, vol. 23, nº 3.
49–65.
Batool, Zahra, Zhang, Kaiwen et Toews, Matthew.
30 janvier 2023.
« Blockchain technologies for decentralized machine learning ».
[Article de recherche]. Substance ÉTS.
Batool, Zahra, Zhang, Kaiwen et Toews, Matthew.
30 janvier 2023.
« Les chaînes de blocs pour l’apprentissage machine décentralisé ».
[Article de recherche]. Substance ÉTS.
Beizaee, Farzad, Bona, Michele, Desrosiers, Christian, Dolz, Jose et Lodygensky, Gregory.
2023.
« Determining regional brain growth in premature and mature infants in relation to age at MRI using deep neural networks ».
Scientific Reports, vol. 13, nº 1.
Beizaee, Farzad, Desrosiers, Christian, Lodygensky, Gregory A. et Dolz, Jose.
2023.
« Harmonizing flows: Unsupervised MR harmonization based on normalizing flows ».
In Information Processing in Medical Imaging : 28th International Conference, IPMI : Proceedings (San Carlos de Bariloche, Argentina, June 18-23, 2023)
Coll. « Lecture Notes in Computer Science », vol. 13939.
pp. 347-359.
Springer.
Belharbi, Soufiane, Ben Ayed, Ismail, McCaffrey, Luke et Granger, Eric.
2023.
« TCAM: Temporal class activation maps for object localization in weakly-labeled unconstrained videos ».
In 23rd IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (Waikoloa, HI, USA, Jan. 02-07, 2023)
pp. 137-146.
Institute of Electrical and Electonics Engineers Inc..
Ben Ayed, Ismail.
2023.
« High-order models in semantic image segmentation ».
Elsevier. 168 p.
Bertieaux, Julien, Shateri, MohammadHadi, Labeau, Fabrice et Dutoit, Thierry.
2023.
« Cardiotocography signal abnormality detection based on deep semi-unsupervised learning ».
In 10th IEEE/ACM International Conference on Big Data Computing, Applications and Technologies (BDCAT) (Taormina, Italy, Dec. 04-07, 2023)
Association for Computing Machinery, Inc.
Boudiaf, Malik, Bennequin, Etienne, Tami, Myriam, Toubhans, Antoine, Piantanida, Pablo, Hudelot, Celine et Ben Ayed, Ismail.
2023.
« Open-set likelihood maximization for few-shot learning ».
In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (Vancouver, BC, Canada, June 17-24, 2023)
pp. 24007-24016.
Institute of Electrical and Electonics Engineers Inc..
Carneirodemelo, Wheidima, Granger, Eric G. et Bordallo Lopez, Miguel.
2023.
« MDN: A deep maximization-differentiation network for spatio-temporal depression detection ».
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In Medical Image Computing and Computer-Assisted Intervention – MICCAI 2014. 17th International Conference, Boston, MA, USA, September 14-18, 2014, Proceedings, Part I (Boston, MA, USA, Sept. 14-18, 2014)
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« Convex-relaxed kernel mapping for image segmentation ».
IEEE Transactions on Image Processing, vol. 23, nº 3.
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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.
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« 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)
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« Dynamic selection of classifiers-A comprehensive review ».
Pattern Recognition, vol. 47, nº 11.
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Cardinal, Patrick, Ali, Ahmed, Dehak, Najim, Zhang, Yu, Al Hanai, Tuka, Zhang, Yifan, Glass, James R. et Vogel, Stephan.
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« Recent advances in ASR applied to an Arabic transcription system for Al-Jazeera ».
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« Automatic image registration in infrared-visible videos using polygon vertices ».
arXiv. 7 p.
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« On meta-learning for dynamic ensemble selection ».
In 2014 22nd International Conference on Pattern Recognition (ICPR) (Stockholm, Sweden, Aug. 24-28, 2014)
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Cruz, Rafael M. O., Sabourin, Robert et Cavalcanti, George D. C..
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« 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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De-la-Torre, M., Granger, Eric, Radtke, P., Sabourin, R. et Gorodnichy, D. O..
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« 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)
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Eskander, George S., Sabourin, Robert et Granger, Éric.
2014.
« A bio-cryptographic system based on offline signature images ».
Information Sciences, vol. 259.
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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)
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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)
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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)
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Forouzanfar, Mohamad, Dajani, Hilmi R., Groza, Voicu Z. et Bolic, Miodrag.
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« Model-based oscillometric blood pressure estimation ».
In IEEE International Symposium on Medical Measurements and Applications (MeMeA) (Lisbon, Portugal, June 11-12, 2014)
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Forouzanfar, Mohamad, Dajani, Hilmi R., Groza, Voicu Z., Bolic, Miodrag, Rajan, Sreeraman et Batkin, Izmail.
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« Ratio-independent blood pressure estimation by modeling the oscillometric waveform envelope ».
IEEE Transactions on Instrumentation and Measurement, vol. 63, nº 10.
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Gorodnichy, Dmitry O., Granger, Eric et Radtke, Paolo.
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« Survey of commercial technologies for face recognition in video ».
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« Target-based evaluation of face recognition technology for video surveillance applications ».
In IEEE Workshop on Computational Intelligence in Biometrics and Identity Management (CIBIM) (Orlando, FL, USA, Dec. 9-12, 2014)
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Granger, E., Gorodnichy, D. O., Choy, E., Khreich, W., Radtke, P., Bergeron, J.-P. et Bissessar, D..
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« Results from evaluation of three commercial off-the-shelf face recognition systems on chokepoint dataset ».
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« Evaluation methodology for face recognition technology in video surveillance applications ».
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« Survey of academic research and prototypes for face recognition in video ».
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« Registration and segmentation for image-guided therapy ».
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Ko, Albert Hung-Ren, Sabourin, Robert, Britto Jr., Alceu S. et Oliveira, Luiz E. S..
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« A classifier-free ensemble selection method based on data diversity in random subspaces ».
arXiv. 24 p.
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« Shape analysis for brain structures ».
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Pagano, C., Granger, É., Sabourin, R., Rattani, A., Marcialis, G. L. et Roli, F..
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« 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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Pagano, C., Granger, Éric, Sabourin, Robert, Marcialis, G. L. et Roli, F..
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« Adaptive ensembles for face recognition in changing video surveillance environments ».
Information Sciences, vol. 286.
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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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Rabil, Bassem S., Sabourin, Robert et Granger, Éric.
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« Rapid blockwise multi-resolution clustering of facial images for intelligent watermarking ».
Machine Vision and Applications, vol. 25, nº 2.
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Radtke, Paulo V. W., Granger, Éric, Sabourin, Robert et Gorodnichy, Dmitry O..
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« Skew-sensitive boolean combination for adaptive ensembles - An application to face recognition in video surveillance ».
Information Fusion, vol. 20, nº 1.
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Tang, Meng, Ben Ayed, Ismail et Boykov, Yuri.
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« Pseudo-bound optimization for binary energies ».
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« Inter-slice correspondence for 2D ultrasound-guided procedures ».
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« Probabilistic diffeomorphic registration: representing uncertainty ».
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Batista, Luana, Badri, Bechir, Sabourin, Robert et Thomas, Marc.
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« A classifier fusion system for bearing fault diagnosis ».
Expert Systems with Applications, vol. 40, nº 17.
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Ben Ayed, Ismail, Gorelick, Lena et Boykov, Yuri.
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« Auxiliary cuts for general classes of higher order functionals ».
In 2013 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (Portland, OR, USA, June 23-28, 2013)
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Bertolini, D., Oliveira, L. S., Justino, E. et Sabourin, Robert.
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« Texture-based descriptors for writer identification and verification ».
Expert Systems with Applications, vol. 40, nº 6.
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Carbonneau, M. A., Gagnon, Ghyslain, Sabourin, Robert et Dubois, J..
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« 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)
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« Large vocabulary speech recognition on parallel architectures ».
IEEE Transactions on Audio, Speech, and Language Processing, vol. 21, nº 11.
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Cavalin, Paulo R., Sabourin, Robert et Suen, Ching Y..
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« Dynamic selection approaches for multiple classifier systems ».
Neural Computing and Applications, vol. 22, nº 3-4.
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Connolly, Jean-François, Granger, Eric et Sabourin, Robert.
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« Dynamic multi-objective evolution of classifier ensembles for video face recognition ».
Applied Soft Computing, vol. 13, nº 6.
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Connolly, Jean-François, Granger, Éric et Sabourin, Robert.
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« 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)
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« Review of phenotypic diversity formulations for diagnostic tool ».
Applied Soft Computing, vol. 13, nº 1.
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Cruz, R. M. O., Cavalcanti, G. D. C., Ing Ren, Tsang et Sabourin, Robert.
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« Feature representation selection based on Classifier Projection Space and Oracle analysis ».
Expert Systems with Applications, vol. 40, nº 9.
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De-la-Torre, M., Granger, Éric, Sabourin, Robert et Gorodnichy, D. O..
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« 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..
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« 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)
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Eskander, George S., Sabourin, Robert et Granger, Éric.
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« 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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Eskander, George S., Sabourin, Robert et Granger, Eric.
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« Dissimilarity representation for handwritten signature verification ».
In CEUR Workshop Proceedings (Washington D.C., USA, Aug. 22-23, 2013)
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Eskander, George S., Sabourin, Robert et Granger, Éric.
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« Hybrid writer-independent writer-dependent offline signature verification system ».
[Article de conférence]. IET Biometrics, vol. 2, nº 4.
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Eskander, George S., Sabourin, Robert et Granger, Éric.
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« 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)
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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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Forouzanfar, Mohamad, Ahmad, Saif, Batkin, Izmail, Dajani, Hilmi R., Groza, Voicu Z. et Bolic, Miodrag.
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« Coefficient-free blood pressure estimation based on pulse transit time-cuff pressure dependence ».
IEEE Transactions on Biomedical Engineering, vol. 60, nº 7.
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Gill, Gurman, Toews, Matthew et Beichel, Reinhard R..
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« An automated initialization system for robust model-based segmentation of lungs in CT data ».
In The Fifth International Workshop on Pulmonary Image Analysis (Nagoya, Japan, Sept. 26, 2013)
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MICCAI.
Gupta, Aditya, Toews, Matthew, Janardhana, Ravikiran, Rathi, Yogesh, Gilmore, John, Escolar, Maria et Styner, Martin.
2013.
« Fiber feature map based landmark initialization for highly deformable DTI registration ».
In Proceedings of SPIE 8669, Medical Imaging 2013: Image Processing (Orlando, FL, USA, Mar. 13, 2013)
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Ko, Albert H. R., Sabourin, Robert et Gagnon, François.
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« 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.
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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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Lévesque, Julien-Charles, Gagné, Christian et Sabourin, Robert.
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« 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..
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« A database for automatic classification of forest species ».
Machine Vision and Applications, vol. 24, nº 3.
pp. 567-578.
Miles, Brandon, Ben Ayed, Ismail, Law, Max W. K., Garvin, Greg, Fenster, Aaron et Li, Shuo.
2013.
« Spine image fusion via graph cuts ».
IEEE Transactions on Biomedical Engineering, vol. 60, nº 7.
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Nambakhsh, Cyrus M. S., Jing, Yuan, Punithakumar, Kumaradevan, Goela, Aashish, Rajchl, Martin, Peters, Terry M. et Ben Ayed, Ismail.
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« Left ventricle segmentation in MRI via convex relaxed distribution matching ».
Medical Image Analysis, vol. 17, nº 8.
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Nambakhsh, Cyrus M. S., Peters, Terry M., Islam, Ali et Ben Ayed, Ismail.
2013.
« Right ventricle segmentation with probability product kernel constraints ».
In Medical Image Computing and Computer-Assisted Intervention – MICCAI 2013. 16th International Conference, Nagoya, Japan, September 22-26, 2013, Proceedings, Part III (Nagoya, Japan, Sept. 22-26, 2013)
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Punithakumar, Kumaradevan, Ben Ayed, Ismail, Islam, Ali, Goela, Aashish, Ross, Ian G., Chong, Jaron et Li, Shuo.
2013.
« Regional heart motion abnormality detection: An information theoretic approach ».
Medical Image Analysis, vol. 17, nº 3.
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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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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.
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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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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.
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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.
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Samet, Saeed, Miri, Ali et Granger, Éric.
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« Incremental learning of privacy-preserving Bayesian networks ».
Applied Soft Computing, vol. 13, nº 8.
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« Feature-based alignment of volumetric multi-modal images ».
In Information processing in medical imaging : 23rd International Conference, IPMI 2013, Asilomar, CA, USA, June 28–July 3, 2013. Proceedings (Asilomar, CA, USA, June 28–July 3, 2013)
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Vellasques, E., Sabourin, Robert et Granger, Éric.
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« Fast intelligent watermarking of heterogeneous image streams through mixture modeling of PSO populations ».
Applied Soft Computing, vol. 13, nº 6.
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Vellasques, Eduardo, Sabourin, Robert et Granger, Éric.
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« DS-DPSO: A dual surrogate approach for intelligent watermarking of bi-tonal document image streams ».
Expert Systems with Applications, vol. 40, nº 13.
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Afshin, Mariam, Ben Ayed, Ismail, Islam, Ali, Goela, Aashish, Peters, Terry M. et Li, Shuo.
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« Global assessment of cardiac function using image statistics in MRI ».
In Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012. Proceedings 15th International Conference, Nice, France, October 1-5, 2012, Proceedings, Part II (Berlin, Germany, Oct. 1-5, 2012)
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Batista, L., Granger, E. et Sabourin, R..
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« Dynamic selection of generative-discriminative ensembles for off-line signature verification ».
Pattern Recognition, vol. 45, nº 4.
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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)
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Ben Ayed, Ismail, Chen, Hua-mei, Punithakumar, Kumaradevan, Ross, Ian et Li, Shuo.
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« Max-flow segmentation of the left ventricle by recovering subject-specific distributions via a bound of the Bhattacharyya measure ».
Medical Image Analysis, vol. 16, nº 1.
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Ben Ayed, Ismail, Punithakumar, Kumaradevan, Minhas, Rashid, Joshi, Rohit et Garvin, Gregory J..
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« Vertebral body segmentation in MRI via convex relaxation and distribution matching ».
In Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012 : 15th International Conference, Nice, France, October 1-5, 2012, Proceedings, Part I (Berlin, Germany, Oct. 1-5, 2012)
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« Active curve recovery of region boundary patterns ».
IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 34, nº 5.
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Cardinal, Patrick, Boulianne, Gilles et Dumouchel, Pierre.
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« The A* speech recognition system on parallel architectures ».
In 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) (Montreal, QC, Canada, July 2-5, 2012)
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Cardinal, Patrick, Boulianne, Gilles et Dumouchel, Pierre.
2012.
« Using A* for the parallelization of speech recognition systems ».
In 2012 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (Kyoto, Japan, Mar. 25-30, 2012)
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Coetzer, Johannes, Swanepoel, Jacques et Sabourin, Robert.
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« Efficient cost-sensitive human-machine collaboration for offline signature verification ».
In Document Recognition and Retrieval XIX (Burlingame, CA, USA, Jan. 25-26, 2012 )
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« Evolution of heterogeneous ensembles through dynamic particle swarm optimization for video-based face recognition ».
Pattern Recognition, vol. 45, nº 7.
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Connolly, Jean-François, Granger, Éric et Sabourin, Robert.
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« An adaptive classification system for video-based face recognition ».
Information Sciences, vol. 192.
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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)
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Corriveau, Guillaume, Guilbault, Raynald, Tahan, Antoine et Sabourin, Robert.
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« Review and study of genotypic diversity measures for real-coded representations ».
IEEE Transactions on Evolutionary Computation, vol. 16, nº 5.
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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)
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De-la-Torre, M., Radtke, P. V. W., Granger, Éric, Sabourin, Robert et Gorodnichy, D. O..
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« 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)
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Los Alamitos, CA : IEEE Computer Society.
Forouzanfar, Mohamad, Balasingam, Balakumar, Dajani, Hilmi R., Groza, Voicu Z., Bolic, Miodrag, Rajan, Sreeraman et Petriu, Emil M..
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« Mathematical modeling and parameter estimation of blood pressure oscillometric waveform ».
In IEEE Symposium on Medical Measurements and Applications (MeMeA) (Budapest, Hungary, May 18-19, 2012)
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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..
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« Fusion of biometric systems using Boolean combination: an application to iris-based authentication ».
International Journal of Biometrics, vol. 4, nº 3.
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Gupta, Vishwa Nath, Boulianne, Gilles et Cardinal, Patrick.
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« CRIM’s content-based audio copy detection system for TRECVID 2009 ».
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« Writer verification using texture-based features ».
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« A dynamic model selection strategy for support vector machine classifiers ».
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« Multi-objective evolutionary optimization for generating ensembles of classifiers in the ROC space ».
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« Combining textural descriptors for forest species recognition ».
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« LOGID : An adaptive framework combining local and global incremental learning for dynamic selection of ensembles of HMMs ».
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« Detector ensembles for face recognition in video surveillance ».
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« Regional heart motion abnormality detection via multiview fusion ».
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« A convex max-flow approach to distribution-based figure-ground separation ».
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« Adaptive selection of ensembles for imbalanced class distributions ».
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« Assessing handwitten digit segmentation algorithms ».
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« Gaussian mixture modeling for dynamic particle swarm optimization of recurrent problems ».
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« Improving a dynamic ensemble selection method based on oracle information ».
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« Assessment of regional myocardial function via statistical features in MR images ».
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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.
1994.
« Towards a visual recognition of cursive script ».
In Fundamentals in Handwriting Recognition (Toulouse, France, June 21-July 3rd, 1993)
Coll. « NATO ASI Series », vol. 124.
pp. 223-227.
Berlin, Germany : Springer-Verlag.
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.
Lepage, Richard et Crevier, Daniel.
1994.
« Multiresolution neural network for the extraction of the primal sketch ».
In Intelligent Robots and Computer Vision XIII : Algorithms and Computer Vision (Boston, MA, USA, Oct. 31-Nov. 2, 1994)
Coll. « Proceedings of SPIE », vol. 2353.
pp. 375-384.
USA : SPIE.
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.
Yoo, Hoi J., Crevier, Daniel, Lepage, Richard et Myler, Harley R..
1994.
« Line drawing extraction from gray level images by feature integration ».
In Intelligent Robots and Computer Vision Xiii: Algorithms and Computer Vision (Boston, MA, USA, Oct. 31-Nov 2, 1994)
Coll. « Proceedings of SPIE », vol. 2353.
pp. 96-107.
USA : SPIE. 1993
Cheriet, Mohamed.
1993.
« Reading cursive script by parts ».
In IAPR Third International Workshop on Frontiers in Handwriting (Buffalo, NY, USA, May 25-27, 1993)
pp. 108-110.
Cheriet, Mohamed, Nadal, C. et Suen, Ching Y..
1993.
« Visual aspect of handwriting recognition ».
In 6th International Conference on Handwriting and Drawing (ICOHD) (Paris, France, July 4-7, 1993)
pp. 403-408.
Crevier, Daniel.
1993.
« AI : the tumultuous history of the search for artificial intelligence ».
USA : Basic Books. 386 p.
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.
Mailloux, Guy E., Noumeir, Rita et Lemieux, Raymond.
1993.
« Deriving the multiplicative algebraic reconstruction algorithm (MART) by the method of convex projection (POCS) ».
In 1993 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP-93) (Minneapolis, MN, USA, Apr. 27-30, 1993)
pp. 457-460.
IEEE.
Noumeir, Rita, Mailloux, Guy E. et Lemieux, Raymond.
1993.
« Accelerated iterative reconstruction based on the maximum a posteriori expectation maximization ».
In 1993 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP-93) (Minneapolis, MN, USA, Apr. 27-30, 1993)
pp. 469-472.
IEEE.
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)
Tang, Yuan Y., Chang De, Yan, Cheriet, Mohamed et Suen, Ching Y..
1993.
« Automatic analysis and understanding of documents ».
In
Handbook of Pattern Recognition and Computer Vision.
pp. 625-654. Singapore : World Scientific. 1992
Cheriet, Mohamed, Huang, Y. S. et Suen, C. Y..
1992.
« Background region-based algorithm for the segmentation of connected digits ».
In 11th IAPR International Conference on Pattern Recognition : August 30-September 3, 1992, the Hague, the Netherlands : proceedings (The Hague, Netherlands, Aug. 30-Sept. 3, 1992)
pp. 619-622.
Los Alamitos, CA, USA : Institute of Electrical and Electronics Engineers (IEEE).
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.
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.
Tang, Yuan Y., Lee, Seong-Whan, Cheriet, Mohamed et Suen, Ching Y..
1992.
« Automatic knowledge acquisition from form documents ».
In Proceedings of the 2nd Pacific Rim International Conference on Artificial Intelligence (Seoul, South Korea, Sept. 15-18, 1992)
pp. 840-846.
Korean Information Science Society Center for Articficial Intelligence Research. 1991
Cheriet, M. et Suen, C. Y..
1991.
« Automated entry systems for handwritten documents ».
In RIAO 91 : Conference proceedings with presentation of prototypes and operational systems : Intelligent text and image handling (Barcelona, Spain, Apr. 2-5, 1991)
pp. 211-223.
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.
Tang, Y. Y., Suen, C. Y., Yan, C. D. et Cheriet, M..
1991.
« Documents analysis and understanding : a brief survey ».
In Proceedings First International Conference on Document Analysis and Recognition = Actes de la conférence / Conférence Internationale sur l'Analyse et la Reconnaissance de Documents (Saint-Malo, France, Sept. 30-Oct. 2, 1991)
pp. 17-31.
AFCET : IRISA/INRIA : École Nationale Supérieure des Télécommunications. 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. Simon, J. C. et Cheriet, M.. 1990. « Finding ascenders and descenders of handwritten words ». Communication lors de la conférence : International Association for Pattern Recognition (IAPR) Workshop on syntactic and structural pattern recognition (Murray Hill, NJ, USA, June 13-15, 1990). 1989
Cheriet, M..
1989.
« Implementation and optimization of a dictionary access system based on robustness features for multifont printed characters ».
In Fourth International Symposium on Computers and Information Sciences (Izmir, Turkey, Oct. 30-Nov. 1, 1989)
pp. 417-427.
Cheriet, M..
1989.
« Implementation and optimization of a dictionary access system based on the notion of graphisms and associated features for multifont printed characters ».
In Sixth Scandinavian Conference on Image Analysis (Oulu, Finland, June 19-22, 1989)
pp. 6007-6012.
Cheriet, M. et Crettez, J. P..
1989.
« Mise en oeuvre d'un opérateur de reconnaissance de caractères multifontes utilisant les notions de primitives associées et de graphiques ».
In 7e Congrès Reconnaissance des Formes et Intelligence Artificielle (Paris, France, 29 nov.-1 déc. 1989)
pp. 1483-1491.
AFCET.
Cheriet, M. et Crettez, J. P..
1989.
« Mise en oeuvre d'un processus de sélection de primitives robustes en vue de la reconnaissance de caractères multifontes ».
In Pixim 89, l'image numérique à Paris : actes du 2ème Colloque scientifique international, 25-29 septembre 1989, Palais des Congrès, Paris = Pixim 89, Computer graphics in Paris : proceedings of the 2th International Conference, September 25th-29th 1989 (Paris, France, 25-29 sept. 1989)
pp. 357-370.
Paris : Hermès. 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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