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Liste des publications de "Lameiras Koerich, Alessandro"Nombre de documents archivés : 174. Article publié dans une revue, révisé par les pairs
Abdoli, Sajjad, Cardinal, Patrick et Lameiras Koerich, Alessandro.
2019.
« End-to-end environmental sound classification using a 1D convolutional neural network ».
Expert Systems with Applications, vol. 136.
pp. 252-263.
Araujo, Voncarlos M., Britto, Alceu S., Oliveira, Luiz S. et Koerich, Alessandro L..
2022.
« Two-view fine-grained classification of plant species ».
Neurocomputing, vol. 467.
pp. 427-441.
Ataky, Steve Tsham Mpinda et Lameiras Koerich, Alessandro.
2022.
« A novel bio-inspired texture descriptor based on biodiversity and taxonomic measures ».
Pattern Recognition, vol. 123.
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.
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.
Costa, Y. M. G., Oliveira, L. S., Koerich, A. L., Gouyon, F. et Martins, J. G..
2012.
« Music genre classification using LBP textural features ».
Signal Processing, vol. 92, nº 11.
pp. 2723-2737.
De Almeida, Paulo R. L., Oliveira, Luiz S., Britto, Alceu S., Silva, Eunelson J. et Koerich, Alessandro L..
2015.
« PKLot-A robust dataset for parking lot classification ».
Expert Systems with Applications, vol. 42, nº 11.
pp. 4937-4949.
de Matos, Jonathan, Ataky, Steve Tsham Mpinda, Britto, Alceu de Souza, de Oliveira, Luiz Eduardo Soares et Lameiras Koerich, Alessandro.
2021.
« Machine learning methods for histopathological image analysis: A review ».
Electronics, vol. 10, nº 5.
de Matos, Jonathan, de Oliveira, Luiz Eduardo Soares, de Souza Britto Junior, Alceu et Koerich, Alessandro Lameiras.
2023.
« Large-margin representation learning for texture classification ».
Pattern Recognition Letters, vol. 170.
pp. 39-47.
Delazeri, Bruna Rossetto, Hochuli, Andre Gustavo, Barddal, Jean Paul, Lameiras Koerich, Alessandro et Britto, Alceu de Souza.
2024.
« Representation ensemble learning applied to facial expression recognition ».
Neural Computing and Applications.
Esmaeilpour, Mohammad, Cardinal, Patrick et Koerich, Alessandro Lameiras.
2022.
« From environmental sound representation to robustness of 2D CNN models against adversarial attacks ».
Applied Acoustics, vol. 195.
Esmaeilpour, Mohammad, Cardinal, Patrick et Lameiras Koerich, Alessandro.
2020.
« A robust approach for securing audio classification against adversarial attacks ».
IEEE Transactions on Information Forensics and Security, vol. 15, nº 1.
pp. 2147-2159.
Esmaeilpour, Mohammad, Cardinal, Patrick et Lameiras Koerich, Alessandro.
2021.
« Cyclic defense GAN against speech adversarial attacks ».
IEEE Signal Processing Letters, vol. 28.
pp. 1769-1773.
Esmaeilpour, Mohammad, Cardinal, Patrick et Lameiras Koerich, Alessandro.
2022.
« Multidiscriminator sobolev defense-GAN against adversarial attacks for end-to-end speech systems ».
IEEE Transactions on Information Forensics and Security, vol. 17.
pp. 2044-2058.
Esmaeilpour, Mohammad, Cardinal, Patrick et Lameiras Koerich, Alessandro.
2020.
« Unsupervised feature learning for environmental sound classification using Weighted Cycle-Consistent Generative Adversarial Network ».
Applied Soft Computing, vol. 86.
Galup-Montoro, C., Schneider, M. C., Koerich, A. L. et Pinto, R. L. O..
1994.
« MOSFET threshold extraction from voltage-only measurements ».
Electronics Letters, vol. 30, nº 17.
pp. 1458-1459.
Gatto, Bernardo B., dos Santos, Eulanda M., Koerich, Alessandro L., Fukui, Kazuhiro et S. Júnior, Waldir S..
2021.
« Tensor analysis with n-mode generalized difference subspace ».
Expert Systems with Applications, vol. 171.
Gatto, Bernardo Bentes, Colonna, Juan Gabriel, dos Santos, Eulanda Mirando, Lameiras Koerich, Alessandro et Fukui, Kazuhiro.
2023.
« Discriminative singular spectrum classifier with applications on bioacoustic signal recognition ».
Digital Signal Processing, vol. 133.
Kalva, P. R., Enembreck, F. et Koerich L., A..
2008.
« WEB image classification using combination of classifiers ».
IEEE Latin America Transactions, vol. 6, nº 7.
pp. 661-671.
Koerich L., Alessandro et Lee, L. L..
2001.
« Processamento automático de cheques bancários: Armazenamento e recuperação de informações ».
Revista Controle & Automaçäo, vol. 12, nº 1.
pp. 52-63.
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.
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.
L. Koerich, Alessandro.
2004.
« Reconhecimento de palavras manuscritas usando modelos de Markov ».
IEEE Latin America Transactions, vol. 2, nº 2.
pp. 132-141.
Lee, Luan L., Lizarraga, Miguel G., Gomes, Natanael R. et Koerich L., Alessandro.
1997.
« A prototype for Brazilian bankcheck recognition ».
International Journal of Pattern Recognition and Artificial Intelligence, vol. 11, nº 4.
pp. 549-569.
Lidy, Thomas, Silla Jr, Carlos N., Cornelis, Olmo, Gouyon, Fabien, Rauber, Andreas, Kaestner, Celso A. A. et Koerich, Alessandro L..
2010.
« On the suitability of state-of-the-art music information retrieval methods for analyzing, categorizing and accessing non-Western and ethnic music collections ».
Signal Processing, vol. 90, nº 4.
pp. 1032-1048.
Mello, Alexandre R., Stemmer, Marcelo R. et Koerich, Alessandro L..
2020.
« Incremental and decremental fuzzy bounded twin support vector machine ».
Information Sciences, vol. 526.
pp. 20-38.
Oliveira, L., Koerich, A. L., Mansano, M. et Britto, A. S..
2011.
« 2D principal component analysis for face and facial-expression recognition ».
Computing in Science & Engineering, vol. 13, nº 3.
pp. 9-13.
Oliveira, Luiz E. S., Cavalin, Paulo R., Britto Jr., Alceu S. et Koerich, Alessandro L..
2008.
« Inspeção automática de defeitos em madeiras de pinus usando visão computacional ».
Revista de Informática Teórica e Aplicada, vol. 15, nº 2.
pp. 203-217.
Paixao, Thiago M., Berriel, Rodrigo F., Boeres, Maria C. S., Koerich, Alessandro L., Badue, Claudine, De Souza, Alberto F. et Oliveira-Santos, Thiago.
2022.
« A human-in-the-loop recommendation-based framework for reconstruction of mechanically shredded documents ».
Pattern Recognition Letters, vol. 164.
Paixão, Thiago M., Berriel, Rodrigo F., Boeres, Maria C. S., Koerich, Alessandro L., Badue, Claudine, De Souza, Alberto F. et Oliveira-Santos, Thiago.
2020.
« Self-supervised deep reconstruction of mixed strip-shredded text documents ».
Pattern Recognition, vol. 107.
Pontes, Jhony K., Britto, Alceu S., Fookes, Clinton et Koerich, Alessandro L..
2016.
« A flexible hierarchical approach for facial age estimation based on multiple features ».
Pattern Recognition, vol. 54.
pp. 34-51.
Ribeiro, R., Borges, A. P., Ulbricht, G. et Koerich L., Alessandro.
2008.
« Discovering of action policies in dynamic environments ».
Agora. Revista de Divulgaçao Cientifica, vol. 15, nº 1.
pp. 175-185.
Ribeiro, R., Koerich L., Alessandro et Enembreck, F..
2007.
« Reinforcement learning: adaptive agents for discovery of policies of action ».
Agora. Revista de Divulgaçao Cientifica, vol. 14, nº 1.
pp. 9-24.
Rios, Israel, de Souza Britto Jr., Alceu, Koerich, Alessandro Lameiras et Soares Oliveira, Luis Eduardo.
2011.
« An OCR free method for word spotting in printed documents: the evaluation of different features sets ».
Journal of Universal Computer Science, vol. 17, nº 1.
pp. 48-63.
Seger, Rodrigo A., Wanderley, Marcelo M. et Koerich L., Alessandro.
2014.
« Automatic detection of musicians’ ancillary gestures based on video analysis ».
Expert Systems with Applications, vol. 41, nº 4, Part 2.
pp. 2098-2106.
Silla, C. N., Koerich, A. L. et Kaestner, C. A. A..
2009.
« A feature selection approach for automatic music genre classification ».
International Journal of Semantic Computing, vol. 3, nº 2.
pp. 183-208.
Silla, Carlos N., Koerich, Alessandro L. et Kaestner, Celso A. A..
2008.
« A machine learning approach to automatic music genre classification ».
Journal of the Brazilian Computer Society, vol. 14, nº 3.
pp. 7-18.
Silva, Hideson Alves da, de Souza Britto Jr, Alceu, Oliveira, Luiz Eduardo Soares de et Koerich, Alessandro L..
2013.
« Network infrastructure design with a multilevel algorithm ».
Expert Systems with Applications, vol. 40, nº 9.
pp. 3471-3480.
Teixeira, Thomas, Granger, Eric et Koerich, Alessandro Lameiras.
2021.
« Continuous emotion recognition with spatiotemporal convolutional neural networks ».
Applied Sciences, vol. 11, nº 24.
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.
Vriesman, Daniel, Britto, Alceu S., Zimmer, Alessandro, Koerich, Alessandro L. et Paludo, Rodrigo.
2019.
« Automatic visual inspection of thermoelectric metal pipes ».
Signal, Image and Video Processing, vol. 13, nº 5.
pp. 975-983.
Zavaschi, Thiago H. H., Britto Jr, Alceu S., Oliveira, Luiz E. S. et Koerich L., Alessandro.
2013.
« Fusion of feature sets and classifiers for facial expression recognition ».
Expert Systems with Applications, vol. 40, nº 2.
pp. 646-655. Compte rendu de conférence
Allamy, Safaa et Koerich, Alessandro Lameiras.
2021.
« 1D CNN architectures for music genre classification ».
In IEEE Symposium Series on Computational Intelligence (SSCI) (Orlando, FL, USA, Dec. 05-07, 2021)
Institute of Electrical and Electronics Engineers Inc..
Almeida, Paulo, Oliveira, Luiz S., Silva Jr, Eunelson, Britto Jr, Alceu et Koerich, Alessandro.
2013.
« Parking space detection using textural descriptors ».
In 2013 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2013, October 13, 2013 - October 16, 2013 (Manchester, UK, Oct. 13-16, 2013)
pp. 3603-3608.
Manchester, United Kingdom : IEEE Computer Society.
Araújo, Voncarlos M., Britto, Alceu S. Jr., Brun, André L., Oliveira, Luiz E. S. et Koerich, Alessandro L..
2018.
« Fine-grained hierarchical classification of plant leaf images using fusion of deep models ».
In IEEE 30th International Conference on Tools with Artificial Intelligence (ICTAI) (Volos, Greece, Nov. 5-7, 2018)
pp. 1-5.
IEEE Computer Society.
Araújo, Voncarlos, Britto, Alceu S., Brun, André L., Koerich, Alessandro L. et Palate, Rosane.
2017.
« Multiple classifier system for plant leaf recognition ».
In 2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC) (Banff, AB, Canada, Oct. 05-08, 2017)
pp. 1880-1885.
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.
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.
Baril, Guillaume, Cardinal, Patrick et Koerich, Alessandro Lameiras.
2022.
« Named entity recognition for audio de-identification ».
In International Joint Conference on Neural Networks (IJCNN) (Padua, Italy, July 18-23, 2022)
Institute of Electrical and Electronics Engineers Inc..
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)
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.
Cardinal, Patrick, Dehak, Najim, Koerich Lameiras, Alessandro, Alam, Jahangir et Boucher, Patrice.
2015.
« ETS System for AV+EC 2015 Challenge ».
In Proceedings of the 5th International Workshop on Audio/Visual Emotion Challenge (Brisbane, Australia, Oct. 26-30, 2015)
pp. 17-23.
ACM.
Cavalin, P., Oliveira, L. S., Koerich, A. L. et Britto, A. S..
2006.
« Wood defect detection using grayscale images and an optimized feature set ».
In IECON 2006 - 32nd Annual Conference on IEEE Industrial Electronics (Paris, France, Nov. 6-10, 2006)
pp. 3408-3412.
Clement Allognon, Sevegni Odilon, De Britto, Alceu S. et Lameiras Koerich, Alessandro.
2020.
« Continuous emotion recognition via deep convolutional autoencoder and support vector regressor ».
In International Joint Conference on Neural Networks (IJCNN) (Glasgow, United Kingdom, July 19-24, 2020)
Institute of Electrical and Electronics Engineers Inc..
Cossetin, Marcelo J., Nievola, Julio C. et L. Koerich, Alessandro.
2016.
« Facial expression recognition using a pairwise feature selection and classification approach ».
In 2016 International Joint Conference on Neural Networks (IJCNN) (Vancouver, BC, Canada, July 24-29, 2016)
pp. 5149-5155.
IEEE.
Costa, C. H. L., Valle Jr., J. D. et Koerich, A. L..
2004.
« Automatic classification of audio data ».
In 2004 IEEE International Conference on Systems, Man and Cybernetics (The Hague, Netherlands, Oct. 10-13, 2004)
pp. 562-567.
Costa, Y., Oliveira, L., Koerich, A. et Gouyon, F..
2013.
« Music genre recognition based on visual features with dynamic ensemble of classifiers selection ».
In 2013 International Conference on Systems, Signals and Image Processing (IWSSIP), 7-9 July 2013 (Bucharest, Romania, July 7-9, 2013)
pp. 55-58.
Piscataway, NJ, USA : IEEE.
Costa, Y.M.G., Gouyon, F., Koerich, A. L. et Oliveira, L.E.S..
2011.
« Classificaçao de gêneros musicais por texturas no espaço de frequência ».
In XXXVIII Seminário Integrado de Software e Hardware (SEMISH 2011) (Natal, Brasil, July, 2010)
pp. 1352-1365.
Costa, Yandre M. G., Oliveira, Luiz S., Koerich, Alessandro L. et Gouyon, Fabien.
2012.
« Comparing textural features for music genre classification ».
In 2012 Annual International Joint Conference on Neural Networks, IJCNN 2012, Part of the 2012 IEEE World Congress on Computational Intelligence, WCCI 2012, June 10, 2012 - June 15, 2012 (Brisbane, Australia, June 10-15, 2012)
Coll. « Proceedings of the International Joint Conference on Neural Networks »
pp. 1867-1872.
Brisbane, QLD, Australia : Institute of Electrical and Electronics Engineers Inc..
Costa, Yandre M. G., Oliveira, Luiz S., Koerich, Alessandro L. et Gouyon, Fabien.
2011.
« Music genre recognition using spectrograms ».
In 2011 18th International Conference on Systems, Signals and Image Processing, IWSSIP 2011, June 16, 2011 - June 18, 2011 (Sarajevo, Bosnia and Herzegovina, June 16-18, 2011)
pp. 151-154.
IEEE Computer Society.
Costa, Yandre, Oliveira, Luiz, Koerich, Alessandro et Gouyon, Fabien.
2013.
« Music genre recognition using gabor filters and LPQ texture descriptors ».
In 18th Iberoamerican Congress on Pattern Recognition, CIARP 2013, November 20, 2013 - November 23, 2013 (Havana, Cuba, Nov. 20-23, 2013)
Coll. « Lecture Notes in Computer Science », vol. 8259.
pp. 67-74.
Havana, Cuba : Springer Verlag.
Da S. Dias, Caio, De S. Britto, Alceu, Barddal, Jean P., Heutte, Laurent et Koerich, Alessandro L..
2022.
« Pattern spotting and image retrieval in historical documents using deep hashing ».
In IEEE International Conference on Systems, Man, and Cybernetics (SMC) (Prague, Czech Republic, Oct. 09-12, 2022)
pp. 2869-2875.
Institute of Electrical and Electronics Engineers Inc..
de Matos, Jonathan, de S. Britto Jr, Alceu, de Oliveira, Luiz E. S. et L. Koerich, Alessandro.
2019.
« Texture CNN for histopathological image classification ».
In IEEE 32nd International Symposium on Computer-Based Medical Systems (CBMS) (Cordoba, Spain, June 05-07, 2019)
pp. 580-583.
Los Alamitos, CA, USA : IEEE Computer Society.
de Matos, Jonathan, de S. Britto, Alceu Jr., Oliveira, Luiz E. S. et Koerich, Alessandro L..
2019.
« Double transfer learning for breast cancer histopathologic image classification ».
In International Joint Conference on Neural Networks (IJCNN) (Budapest, Hungary, July 14-19, 2019)
Piscataway, NJ, USA : IEEE.
de Paula, B. C., Enembreck, F. et Koerich, A. L..
2006.
« Agente inteligente para jogos de estrategia baseados em turnos : uma abordagem utilizando planejamiento baseado em casos ».
In Digital Proceedings of the V Brazilian Symposium on Computer Games and Digital Entertainment (Recife, Brazil, Nov. 8-10, 2006)
Delazeri, Bruna Rossetto, Vera, Leonardo Leon, Barddal, Jean Paul, Koerich, Alessandro L. et Alceu de, S. Britto.
2022.
« Evaluation of self-taught learning-based representations for facial emotion recognition ».
In International Joint Conference on Neural Networks (IJCNN) (Padua, Italy, July 18-23, 2022)
IEEE.
Dittrich, F., Koerich, A. L. et Oliveira, L. E. S..
2012.
« People counting in crowded scenes using multiple cameras ».
In 2012 19th International Conference on Systems, Signals and Image Processing (IWSSIP) (Vienna, Austria, Apr. 11-13, 2012)
pp. 138-141.
Esmaeilpour, Mohammad, Cardinal, Patrick et Koerich, Alessandro Lameiras.
2020.
« Detection of adversarial attacks and characterization of adversarial subspace ».
In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Barcelona, Spain, May 04-08, 2020)
pp. 3097-3101.
Piscataway, NJ, USA : IEEE.
Esmaeilpour, Mohammad, Cardinal, Patrick et Koerich, Alessandro Lameiras.
2022.
« Towards robust speech-to-text adversarial attack ».
In 47th IEEE International Conference on Acoustics, Speech, and Signal Processing (Singapore, Singapore, May 23-27, 2022)
pp. 2869-2873.
Institute of Electrical and Electronics Engineers Inc..
Esmaeilpour, Mohammad, Cardinal, Patrick et Lameiras Koerich, Alessandro.
2021.
« Class-conditional defense GaN against end-to-end speech attacks ».
In IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (Toronto, ON, Canada - En ligne, June 06-11,, 2021)
pp. 2565-2569.
Institute of Electrical and Electronics Engineers Inc..
Godoy, V., Britto, A. S., Koerich, A., Facon, J. et Oliveira, L. E. S..
2014.
« An HMM-based gesture recognition method trained on few samples ».
In 2014 IEEE 26th International Conference on Tools with Artificial Intelligence (ICTAI) (Limassol, Cyprus, Nov. 10-12, 2014)
pp. 640-646.
Hochuli, A. G., Britto, A. S. et Koerich, A. L..
2007.
« Detection of non-conventional events on video scenes ».
In IEEE International Conference on Systems, Man and Cybernetics, 2007. ISIC, Oct. 7-10, 2007)
pp. 302-307.
Hochuli, A. G., Oliveira, L. E. S., Britto, A. S. et Koerich, A. L..
2007.
« Detection and classification of human movements in video scenes ».
In Advances in Image and Video Technology. Second Pacific Rim Symposium, PSIVT 2007, 17-19 Dec. 2007 (Santiago, Chile, Dec. 17-19, 2007)
Coll. « Lecture Notes in Computer Science », vol. 4872.
pp. 678-691.
Berlin, Germany : Springer-Verlag.
Kalva, P. R., Enembreck, F. et Koerich, A. L..
2007.
« WEB image classification based on the fusion of image and text classifiers ».
In Ninth International Conference on Document Analysis and Recognition, 2007. ICDAR 2007 (Parana, Brazil, Sept. 23-26, 2007)
pp. 561-568.
Koerich, A. L..
2003.
« Improving classification performance using metaclasses ».
In IEEE International Conference on Systems, Man and Cybernetics, 2003 (Washington, DC, USA, Oct. 5-8, 2003)
pp. 717-722.
Koerich, A. L..
2004.
« Rejection strategies for handwritten word recognition ».
In Ninth International Workshop on Frontiers in Handwriting Recognition, 2004. IWFHR-9 2004 (Tokyo, Japan, Oct. 26-29, 2004)
pp. 479-484.
Koerich, A. L..
2003.
« Unconstrained handwritten character recognition using different classification strategies ».
In IAPR - TC3 International Workshop on Artificial Neural Networks in Pattern Recognition (Florence, Italy, Sept. 12-13, 2003)
Koerich, A. L..
2003.
« Verification of handwritten words at character level ».
In Proceedings of the fifth IASTED International Conference on Signal and Image Processing, August 13-15, 2003, Honolulu, Hawaii, USA (Honolulu, HI, USA, Aug. 13-15, 2003)
ACTA Press.
Koerich, A. L., de S Britto Jr., A. et de Oliveira, L. E. S..
2010.
« Verification of unconstrained handwritten words at character level ».
In Proceedings 2010 12th International Conference on Frontiers in Handwriting Recognition (ICFHR 2010) (Kolkata, India, Nov. 16-18, 2010)
pp. 39-44.
Los Alamitos, CA, USA : IEEE Computer Society.
Koerich, A. L. et Kalva, P. R..
2005.
« Unconstrained handwritten character recognition using metaclasses of characters ».
In IEEE International Conference on Image Processing, 2005. ICIP 2005 (Genoa, Italy, Sept. 11-14, 2005)
II-542-545.
Koerich, A. L. et Lee Luan, Ling.
1997.
« Automatic extraction of filled information from bankchecks ».
In 1997 IEEE International Conference on Systems, Man, and Cybernetics, 1997. Computational Cybernetics and Simulation (Orlando, FL, USA, Oct. 12-15, 1997)
pp. 2151-2156.
Koerich, A. L. et Lee Luan, Ling.
1997.
« Compression of bank cheque images based on layout knowledge ».
In 1997 IEEE International Conference on Acoustics, Speech, and Signal Processing, 1997. ICASSP-97 (Munich, Germany, Apr. 21-24, 1997)
pp. 3185-3188.
Koerich, A. L. et Lee, L. L..
1997.
« A methods for bankchecks image storage based on layout knowledge ».
In XV Brazilian Symposium of Telecommunications (SBT'97) (Recife, Brazil, Sept. 8-11, 1997)
pp. 394-397.
Koerich, A. L. et Lee, L. L..
1999.
« A novel approach for automatic extracting the user-entered data from bankchecks ».
In Document analysis systems : theory and practice ; third IAPR workshop ; selected papers (Nagano, Japan, Oct., 1998)
Coll. « Lecture notes in computer science », vol. 1655.
pp. 141-144.
Koerich, A. L. et Lee, L. L..
1998.
« A system for automatic extraction of the user-entered data from bankchecks ».
In Proceedings SIBGRAPI'98. International Symposium on Computer Graphics, Image Processing, and Vision (Rio de Janeiro, Brazil, Jan. 20-23, 1998)
pp. 270-277.
IEEE.
Koerich, A. L. et Lee, L. L..
1999.
« Automatic storage, retrieval and visualization of bank check images ».
In Proceedings of the Fifth International Conference on Document Analysis and Recognition, 1999. ICDAR '99 (Bangalore, India, Sept. 20-22, 1999)
pp. 111-114.
IEEE.
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)
pp. 325-334.
Le Chesnay, Suisse : INRIA.
Koerich, A. L., Muller, H. J. et Sander, R..
1993.
« Dielectric constants in oxadiazol series ».
In 45th Meeting of Brazilian Society for the Progress of Science (SBPC) (Recife, Brazil, July, 1993)
pp. 21-29.
Koerich, A. L., Muller, H. J. et Sander, R..
1993.
« Ferroelectrical properties of pentilcarboxi-anilina ».
In 45th Meeting of Brazilian Society for the Progress of Science (Recife, Brazil, July, 1993)
pp. 91-98.
Koerich, A. L. et Poitevin, C..
2005.
« Combination of homogeneous classifiers for musical genre classification ».
In 2005 IEEE International Conference on Systems, Man and Cybernetics (Waikoloa, HI, USA, Oct. 10-12, 2005)
pp. 554-559.
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« A syntax directed level building algorithm for large vocabulary handwritten word recognition ».
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« Fusing high- and low level features for handwritten word recognition ».
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« Face recognition using selected 2DPCA coefficients ».
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« Automatic extraction of filled-in information from bankchecks based on prior knowledge about layout structure ».
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« A hybrid large vocabulary handwritten word recognition system using neural networks with hidden Markov models ».
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« A distributed scheme for lexicon-driven handwritten word recognition and its application to large vocabulary problems ».
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« A time-length constrained level building algorithm for large vocabulary handwritten word recognition ».
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« Fast two-level HMM decoding algorithm for large vocabulary handwriting recognition ».
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« Fast two-level Viterbi search algorithm for unconstrained handwriting recognition ».
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« Music genre classification using dynamic selection of ensemble of classifiers ».
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« Identificação automática de espécies de pássaros a partir da análise do canto ».
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« Feature set comparison for automatic bird species identification ».
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« Automatic bird species identification for large number of species ».
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« Selection of training instances for music genre classification ».
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« Inspection of metallic surfaces using Local Binary Patterns ».
In 37th Annual Conference of the IEEE Industrial Electronics Society, IECON 2011, November 7, 2011 - November 10, 2011 (Melbourne, VIC, Australia, Nov. 7-10, 2011)
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« Estratégias de rejeiçao para problemas multiclasses ».
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« Bird species classification based on color features ».
In 2013 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2013, October 13, 2013 - October 16, 2013 (Manchester, UK, Oct. 13-16, 2013)
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« Classificação de espécies de pássaros utilizando características de textura ».
In X Encontro Nacional de Inteligencia Artificial e Computacional (ENIAC) (Fortaleza, Ceara, Brasil, Oct. 20-24, 2013)
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« Visual and acoustic identification of bird species ».
In Proceedings of the International Conference on Acoustics, Speech and Signal Processing ICASSP 2015 (Brisbane, Australia, Apr. 19-24, 2015)
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« Cross-representation transferability of adversarial attacks: From spectrograms to audio waveforms ».
In International Joint Conference on Neural Networks (IJCNN) (Glasgow, United Kingdom, July 19-24, 2020)
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« Data augmentation for histopathological images based on gaussian-laplacian pyramid blending ».
In International Joint Conference on Neural Networks (IJCNN) (Glasgow, United Kingdom, July 19-24, 2020)
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« Emotion recognition using fusion of audio and video features ».
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« Fast(er) reconstruction of shredded text documents via self-supervised deep asymmetric metric learning ».
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« Two-stage facial age prediction using group-specific features ».
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« A joint cross-attention model for audio-visual fusion in dimensional emotion recognition ».
In IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (New Orleans, LA, USA, June 19-20, 2022)
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« Combining learning algorithms: An approach to Markov decision processes ».
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« Unified algorithm to improve reinforcement learning in dynamic environments an instance-based approach ».
In ICEIS 2012. 14th International Conference on Enterprise Information Systems. Proceedings (Wroclaw, Poland, June 28-July 1, 2012)
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« Noise tolerance in reinforcement learning algorithms ».
In IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2007. IAT '07 (Fremont, CA, USA, Nov. 2-5, 2007)
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« A strategy for converging dynamic action policies ».
In 2009 IEEE Symposium on Intelligent Agents, IA 2009 - Proceedings (Nashville, TN, USA, Mar. 30- Apr. 2, 2009)
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« A hybrid learning strategy for discovery of policies of action ».
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« Uma nova metodologia para avaliaçao da performance de algoritmos baseados em aprendizagem por reforço ».
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« Evaluation of different feature sets in an OCR free method for word spotting in printed documents ».
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« 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)
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« Evaluation of different strategies to optimize an HMM-based character recognition system ».
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« MOSFET threshold extraction from voltage-only measurements ».
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« Detecçao de movimentos auxiliares de clarinetistas atraves de visao computacional ».
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« Native language detection using the i-vector framework ».
In 17th Annual Conference of the International Speech Communication Association (INTERSPEECH) (San Francisco, CA, USA, Sept. 08-16, 2016)
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« Improving automatic music genre classification with hybrid content-based feature vectors ».
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« The latin music database ».
In 9th International Conference on Music Information Retrieval, ISMIR 2008, September 14, 2008 - September 18, 2008 (Philadelphia, PA, USA, Sept. 14-18, 2008)
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« Classificação de gêneros musicais utilizando vetores de característica híbridos ».
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« The latin music database: uma base de dados para a classificaçao automatica de generos musicais ».
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« Classificação automática de gêneros musicais utilizando métodos de bagging e boosting ».
In 10th Brazilian Symposium on Computer Music (SBCM) (Belo Horizonte, Brasil, Oct. 3-5, 2005)
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« Automatic music genre classification using ensemble of classifiers ».
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« Automatic genre classification of Latin music using ensemble of classifiers ».
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« Time-space ensemble strategies for automatic music genre classification ».
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« Feature selection in automatic music genre classification ».
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« A two-step cascade classification method ».
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« A multilevel algorithm for the network design problem ».
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« Memory integrity of CNNs for cross-dataset facial expression recognition ».
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« People counting in low density video sequences ».
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« Automatic people counting in videos from oblique viewing cameras ».
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« 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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« Texture CNN for thermoelectric metal pipe image classification ».
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« 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)
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« Joint multimodal transformer for emotion recognition in the wild ».
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« Image retrieval and pattern spotting using siamese neural network ».
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« Document image retrieval using deep features ».
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« Facial expression recognition using ensemble of classifiers ».
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« Subject-based domain adaptation for facial expression recognition ».
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