+ Papers in refereed conference proceedings
«Privileged knowledge distillation for dimensional emotion recognition in the wild»Aslam, Muhammad Haseeb, Osama Zeeshan, Muhammad, Pedersoli, Marco, Koerich, Alessandro L., Bacon, Simon and Granger, Eric.” |
«Evaluation of self-taught learning-based representations for facial emotion recognition»Delazeri, Bruna Rossetto, Vera, Leonardo Leon, Barddal, Jean Paul, Koerich, Alessandro L. and Alceu de, S. Britto.” |
«Named entity recognition for audio de-identification»Baril, Guillaume, Cardinal, Patrick and Koerich, Alessandro Lameiras.” |
«Pattern spotting and image retrieval in historical documents using deep hashing»Da S. Dias, Caio, De S. Britto, Alceu, Barddal, Jean P., Heutte, Laurent and Koerich, Alessandro L..” |
«A joint cross-attention model for audio-visual fusion in dimensional emotion recognition»Praveen, R. G., de Melo, W. C., Ullah, N., Aslam, H., Zeeshan, O., Denorme, T., Pedersoli, M., Koerich, A. L., Bacon, S., Cardinal, P. and Granger, E..” |
«Towards robust speech-to-text adversarial attack»Esmaeilpour, Mohammad, Cardinal, Patrick and Koerich, Alessandro Lameiras.” |
«Class-conditional defense GaN against end-to-end speech attacks»Esmaeilpour, Mohammad, Cardinal, Patrick and Lameiras Koerich, Alessandro.” |
«1D CNN architectures for music genre classification»Allamy, Safaa and Koerich, Alessandro Lameiras.” |
«Cross-representation transferability of adversarial attacks: From spectrograms to audio waveforms»Michel Koerich, Karl, Esmailpour, Mohammad, Abdoli, Sajjad, Britto, Alceu De S. and Lameiras Koerich, Alessandro.” |
«Data augmentation for histopathological images based on gaussian-laplacian pyramid blending»Mpinda Ataky, Steve Tsham, De Matos, Jonathan, Britto, Alceu De S., Oliveira, Luiz E. S. and Koerich, Alessandro L..” |
«Fast(er) reconstruction of shredded text documents via self-supervised deep asymmetric metric learning»Paixao, Thiago M., Berriel, Rodrigo F., Boeres, Maria C. S., Koerich, Alessandro L., Badue, Claudine, De Souza, Alberto F. and Oliveira-Santos, Thiago.” |
«Detection of adversarial attacks and characterization of adversarial subspace»Esmaeilpour, Mohammad, Cardinal, Patrick and Koerich, Alessandro Lameiras.” |
«Continuous emotion recognition via deep convolutional autoencoder and support vector regressor»Clement Allognon, Sevegni Odilon, De Britto, Alceu S. and Lameiras Koerich, Alessandro.” |
«Double transfer learning for breast cancer histopathologic image classification»de Matos, Jonathan, de S. Britto, Alceu Jr., Oliveira, Luiz E. S. and Koerich, Alessandro L..” |
«Texture CNN for histopathological image classification»de Matos, Jonathan, de S. Britto Jr, Alceu, de Oliveira, Luiz E. S. and L. Koerich, Alessandro.” |
«Emotion recognition using fusion of audio and video features»Ortega, Juan D. S., Cardinal, Patrick and L. Koerich, Alessandro.” |
«Memory integrity of CNNs for cross-dataset facial expression recognition»Tannugi, D. C., Britto, A. S. and Koerich, A. L..” |
«Image retrieval and pattern spotting using siamese neural network»Wiggers, K. L., Britto, A. S., Heutte, L., Koerich, A. L. and Oliveira, L. S..” |
«Texture CNN for thermoelectric metal pipe image classification»Vriesman, Daniel, Britto, Alceu S., Zimmer, Alessandro and Lameiras Koerich, Alessandro.” |
«Document image retrieval using deep features»Wiggers, Kelly L., Britto, Alceu S., Heutte, Laurent, Koerich, Alessandro L. and Oliveira, Luiz Eduardo S..” |
«Fine-grained hierarchical classification of plant leaf images using fusion of deep models»Araújo, Voncarlos M., Britto, Alceu S. Jr., Brun, André L., Oliveira, Luiz E. S. and Koerich, Alessandro L..” |
«Two-stage facial age prediction using group-specific features»Pontes, Jhony K., Fookes, Clinton, Britto Jr, Alceu and L. Koerich, Alessandro.” |
«A two-step cascade classification method»Silva, Eunelson J., Britto, Alceu S., Oliveira, Luiz S., Enembreck, Fabricio, Sabourin, Robert and Koerich, Alessandro L..” |
«Multiple classifier system for plant leaf recognition»Araújo, Voncarlos, Britto, Alceu S., Brun, André L., Koerich, Alessandro L. and Palate, Rosane.” |
«Native language detection using the i-vector framework»Senoussaoui, Mohammed, Cardinal, Patrick, Dehak, Najim and Koerich, Alessandro L..” |
«Facial expression recognition using a pairwise feature selection and classification approach»Cossetin, Marcelo J., Nievola, Julio C. and L. Koerich, Alessandro.” |
«Combining overall and local class accuracies in an oracle-based method for dynamic ensemble selection»Vriesmann, Leila M., Britto, Alceus S. Jr., Oliveira, Luiz S., Koerich, Alessandro L. and Sabourin, Robert.” |
«ETS System for AV+EC 2015 Challenge»Cardinal, Patrick, Dehak, Najim, Koerich Lameiras, Alessandro, Alam, Jahangir and Boucher, Patrice.” |
«Visual and acoustic identification of bird species»Marini, Andreia, Turatti, A. J., Britto, A. S. and Koerich, Alessandro L..” |
«An HMM-based gesture recognition method trained on few samples»Godoy, V., Britto, A. S., Koerich, A., Facon, J. and Oliveira, L. E. S..” |
«Classificação de espécies de pássaros utilizando características de textura»Marini, Andréia, Koerich, Alessandro L. and Florido, Irapuru H..” |
«Combining learning algorithms: An approach to Markov decision processes»Ribeiro, R., Favarim, F., Barbosa, M. A. C., Koerich, A. L. and Enembreck, F..” |
«Bird species classification based on color features»Marini, Andreia, Facon, Jacques and Koerich, Alessandro L..” |
«Parking space detection using textural descriptors»Almeida, Paulo, Oliveira, Luiz S., Silva Jr, Eunelson, Britto Jr, Alceu and Koerich, Alessandro.” |
«Music genre recognition based on visual features with dynamic ensemble of classifiers selection»Costa, Y., Oliveira, L., Koerich, A. and Gouyon, F..” |
«Improving the reliability of music genre classification using rejection and verification»Koerich, Alessandro L..” |
«Music genre recognition using gabor filters and LPQ texture descriptors»Costa, Yandre, Oliveira, Luiz, Koerich, Alessandro and Gouyon, Fabien.” |
«Detecçao de movimentos auxiliares de clarinetistas atraves de visao computacional»Seger, R. A., Wanderley, M. M. and Koerich, A. L..” |
«Music genre classification using dynamic selection of ensemble of classifiers»Lisboa de Almeida, P. R., de Souza Britto, A., da Silva Junior, E. J., Soares de Oliveira, L. E., Montes Celinski, T. and Koerich, A. L..” |
«Unified algorithm to improve reinforcement learning in dynamic environments an instance-based approach»Ribeiro, R., Favarim, F., Barbosa, M. A. C., Pinz Borges, A., Betazzi Dordal, O., Koerich, A. L. and Enembreck, F..” |
«People counting in crowded scenes using multiple cameras»Dittrich, F., Koerich, A. L. and Oliveira, L. E. S..” |
«Comparing textural features for music genre classification»Costa, Yandre M. G., Oliveira, Luiz S., Koerich, Alessandro L. and Gouyon, Fabien.” |
«Classificaçao de gêneros musicais por texturas no espaço de frequência»Costa, Y.M.G., Gouyon, F., Koerich, A. L. and Oliveira, L.E.S..” |
«Automatic bird species identification for large number of species»Lopes, Marcelo T., Gioppo, Lucas L., Higushi, Thiago T., Kaestner, Celso A. A., Silla Jr, Carlos N. and Koerich, Alessandro L..” |
«Music genre recognition using spectrograms»Costa, Yandre M. G., Oliveira, Luiz S., Koerich, Alessandro L. and Gouyon, Fabien.” |
«Classificação de gêneros musicais utilizando vetores de característica híbridos»Silla Jr., C. N., Kaestner, C. A. A. and Koerich, A. L..” |
«Identificação automática de espécies de pássaros a partir da análise do canto»Lopes, M. T., Kaestner, C. A. A., Silla Jr., C. N. and Koerich, A. L..” |
«Feature set comparison for automatic bird species identification»Lopes, M. T., Lameiras Koerich, A., Nascimento Silla, C. Jnr and Alves Kaestner, C. A..” |
«A multilevel algorithm for the network design problem»Silva, H. A., Britto, A. S., Oliveira, L. E. S. and Koerich, A. L..” |
«Facial expression recognition using ensemble of classifiers»Zavaschi, T. H. H., Koerich, A. L. and Oliveira, L. E. S..” |
«Inspection of metallic surfaces using Local Binary Patterns»Mansano, M., Pavesi, L., Oliveira, L. S., Britto Jr, A. and Koerich, A..” |
«Evaluation of different feature sets in an OCR free method for word spotting in printed documents»Rios, Israel, Britto Jr, Alceu S., Koerich, Alessandro L. and Oliveira, Luiz E. S..” |
«Selection of training instances for music genre classification»Lopes, Miguel, Gouyon, Fabien, Koerich, Alessandro L. and Oliveira, Luiz E. S..” |
«Verification of unconstrained handwritten words at character level»Koerich, A. L., de S Britto, A. and de Oliveira, L. E. S..” |
«Improving automatic music genre classification with hybrid content-based feature vectors»Silla Jr, Carlos N., Koerich, Alessandro L. and Kaestner, Celso A. A..” |
«Face recognition using selected 2DPCA coefficients»Koerich, Alessandro L., de Oliveira, Luiz Eduardo Soares and Britto Jr., Alceu S..” |
«A strategy for converging dynamic action policies»Ribeiro, Richardson, Borges, Andre P., Koerich, Alessandro L., Scalabrin, Edson E. and Enembreck, Fabricio.” |
«Evaluation of different strategies to optimize an HMM-based character recognition system»Santos, Murilo, Ko, Albert Hung-Ren, Oliveira, Luis S., Sabourin, Robert, Koerich, Alessandro L. and Britto, Alceu de Souza.” |
«Combinando caracteristicas complementares em modelos escondidos de markov: uma otimizaçao para o reconhecimento de caracteres manuscritos»Santos, M., Oliveira, L., Sabourin, Robert, Koerich, A. and Britto Jr., A..” |
«The latin music database»Silla Jr, Carlos N., Koerich, Alessandro L. and Kaestner, Celso A. A..” |
«Automatic people counting in videos from oblique viewing cameras»Valle, Jr., Oliveira, L. E. S. and Koerich, Alessandro L..” |
«Estratégias de rejeiçao para problemas multiclasses»Marini, A. and Koerich L., Alessandro.” |
«Fusion of biometric systems using one-class classification»Bergamini, Cheila, Oliveira, Luiz S., Koerich, Alessandro L. and Sabourin, Robert.” |
«Feature selection in automatic music genre classification»Silla, Carlos N. Jr, L. Koerich, Alessandro and Kaestner, Celso A. A..” |
«People counting in low density video sequences»Valle, J. D., Oliveira, L. E. S., Koerich, A. L. and Britto, A. S..” |
«Noise tolerance in reinforcement learning algorithms»Ribeiro, R., Koerich, A. L. and Enembreck, F..” |
«The latin music database: uma base de dados para a classificaçao automatica de generos musicais»Silla Jr., C. N., Kaestner, C. A. A. and Koerich, A. L..” |
«Automatic music genre classification using ensemble of classifiers»Silla, C. N., Kaestner, C. A. A. and Koerich, A. L..” |
«Detection of non-conventional events on video scenes»Hochuli, A. G., Britto, A. S. and Koerich, A. L..” |
«WEB image classification based on the fusion of image and text classifiers»Kalva, P. R., Enembreck, F. and Koerich, A. L..” |
«Detection and classification of human movements in video scenes»Hochuli, A. G., Oliveira, L. E. S., Britto, A. S. and Koerich, A. L..” |
«Automatic genre classification of Latin music using ensemble of classifiers»Silla, C. N., Kaestner, C. A. A. and Koerich, Alessandro L..” |
«Agente inteligente para jogos de estrategia baseados em turnos : uma abordagem utilizando planejamiento baseado em casos»de Paula, B. C., Enembreck, F. and Koerich, A. L..” |
«Fusing high- and low level features for handwritten word recognition»Koerich, Alessandro L., Britto Jr, Alceu S., Oliveira, Luiz E. S. and Sabourin, Robert.” |
«Modeling segmentation cuts using support vector machines»Vellasques, E., Oliveira, L.S., Britto Jr, A. S., Koerich, A. L. and Sabourin, Robert.” |
«A hybrid learning strategy for discovery of policies of action»Ribeiro, Richardson, Enembreck, Fabrício and Koerich, Alessandro L..” |
«Wood defect detection using grayscale images and an optimized feature set»Cavalin, P., Oliveira, L. S., Koerich, A. L. and Britto, A. S..” |
«Time-space ensemble strategies for automatic music genre classification»Silla, Carlos N. Jr., Kaestner, Celso A A. and Koerich, Alessandro L..” |
«Uma nova metodologia para avaliaçao da performance de algoritmos baseados em aprendizagem por reforço»Ribeiro, Richardson, Koerich, Alessandro L. and Enembreck, Fabrício.” |
«Classificação automática de gêneros musicais utilizando métodos de bagging e boosting»Silla Jr., C. N., Kaestner, C. A. and Koerich, A. L..” |
«Combination of homogeneous classifiers for musical genre classification»Koerich, A. L. and Poitevin, C..” |
«Unconstrained handwritten character recognition using metaclasses of characters»Koerich, A. L. and Kalva, P. R..” |
«Automatic classification of audio data»Costa, C. H. L., Valle, J. D. and Koerich, A. L..” |
«Fast two-level HMM decoding algorithm for large vocabulary handwriting recognition»Koerich, Alessandro L., Sabourin, Robert and Suen, Ching Y..” |
«Rejection strategies for handwritten word recognition»Koerich, A. L..” |
«Verification of handwritten words at character level»Koerich, A. L..” |
«Unconstrained handwritten character recognition using different classification strategies»Koerich, A. L..” |
«Improving classification performance using metaclasses»Koerich, A. L..” |
«Système hybride de reconnaissance de mots manuscrits sur un grand vocabulaire utilisant des réseaux neuronaux et des modèles de Markov cachés»Koerich, A. L., Leydier, Yann, Sabourin, Robert and Suen, Ching Y..” |
«A hybrid large vocabulary handwritten word recognition system using neural networks with hidden Markov models»Koerich, Alessandro L., Leydier, Yann, Sabourin, Robert and Suen, Ching Y..” |
«Fast two-level Viterbi search algorithm for unconstrained handwriting recognition»Koerich, Alessandro L., Sabourin, Robert and Suen, Ching Y..” |
«A time-length constrained level building algorithm for large vocabulary handwritten word recognition»Koerich, Alessandro L., Sabourin, Robert and Suen, Ching Y..” |
«A distributed scheme for lexicon-driven handwritten word recognition and its application to large vocabulary problems»Koerich, Alessandro L., Sabourin, Robert and Suen, Ching Y..” |
«A syntax directed level building algorithm for large vocabulary handwritten word recognition»Koerich, A. L., Sabourin, R., Suen, C. Y. and El-Yacoubi, A..” |
«Automatic storage, retrieval and visualization of bank check images»Koerich, A. L. and Lee, L. L..” |
«A novel approach for automatic extracting the user-entered data from bankchecks»Koerich, A. L. and Lee, L. L..” |
«A system for automatic extraction of the user-entered data from bankchecks»Koerich, A. L. and Lee, L. L..” |
«Compression of bank cheque images based on layout knowledge»Koerich, A. L. and Lee Luan, Ling.” |
«Automatic extraction of filled-in information from bankchecks based on prior knowledge about layout structure»Koerich, Alessandro L. and Lee, Luan Ling.” |
«A methods for bankchecks image storage based on layout knowledge»Koerich, A. L. and Lee, L. L..” |
«Automatic extraction of filled information from bankchecks»Koerich, A. L. and Lee Luan, Ling.” |
«MOSFET threshold extraction from voltage-only measurements»Schneider, M. C., Galup-Montoro, C., Koerich, A. L. and Pinto, R. L. O..” |
«Dielectric constants in oxadiazol series»Koerich, A. L., Muller, H. J. and Sander, R..” |
«Ferroelectrical properties of pentilcarboxi-anilina»Koerich, A. L., Muller, H. J. and Sander, R..” |
«Two-view fine-grained classification of plant species»Araújo, Voncarlos M. and Britto, Alceu S. and Oliveira, Luiz E.S. and Koerich, Alessandro L.” arXiv 2020. |
«Data Augmentation for Histopathological Images Based on Gaussian-Laplacian Pyramid Blending»Mpinda Ataky, Steve Tsham and De Matos, Jonathan and Britto, Alceu De S. and Oliveira, Luiz E.S. and Koerich, Alessandro L.” Proceedings of the International Joint Conference on Neural Networks 2020. |
«Self-supervised Deep Reconstruction of Mixed Strip-shredded Text Documents»Paixão, Thiago M. and Berriel, Rodrigo F. and Boeres, Maria C.S. and Koerich, Alessandro L. and Badue, Claudine and de Souza, Alberto F. and Oliveira-Santos, Thiago” arXiv 2020. |
«Data Augmentation for Histopathological Images Based on Gaussian-Laplacian Pyramid Blending»Mpinda Ataky, Steve Tsham and De Matos, Jonathan and Britto, Alceu De S. and Oliveira, Luiz E.S. and Koerich, Alessandro L.” Proceedings of the International Joint Conference on Neural Networks 2020. |
«Continuous Emotion Recognition via Deep Convolutional Autoencoder and Support Vector Regressor»Allognon, Sevegni Odilon Clement and Britto, Alceu de S. and Koerich, Alessandro L.” arXiv 2020. |
«Improving stability of LS-GANs for audio and speech signals»Esmaeilpour, Mohammad and Sallo, Raymel Alfonso and St-Georges, Olivier and Cardinal, Patrick and Koerich, Alessandro Lameiras” arXiv 2020. |
«Continuous Emotion Recognition via Deep Convolutional Autoencoder and Support Vector Regressor»Allognon, Sevegni Odilon Clement and Britto, Alceu de S. and Koerich, Alessandro L.” arXiv 2020. |
«Fast(er) reconstruction of shredded text documents via self-supervised deep asymmetric metric learning»Paixão, Thiago M. and Berriel, Rodrigo F. and Boeres, Maria C.S. and Koerich, Alessandro L. and Badue, Claudine and de Souza, Alberto F. and Oliveira-Santos, Thiago” arXiv 2020. |
«From sound representation to model robustness»Esmaeilpour, Mohammad and Cardinal, Patrick and Koerich, Alessandro Lameiras” arXiv 2020. |
«A novel orthogonal direction mesh adaptive direct search approach for svm hyperparameter tuning»Mello, Alexandre R. and De Matos, Jonathan and Stemmer, Marcelo R. and De S. Britto, Alceu and Koerich, Alessandro L.” arXiv 2019. |
«Memory integrity of CNNs for cross-dataset facial expression recognition»Tannugi, Dylan C. and Britto, Alceu S. and Koerich, Alessandro L.” arXiv 2019. |
«Histopathologic image processing: A review»De Matos, Jonathan and De Souza Britto Junior, Alceu and Oliveira, Luiz Eduardo S. and Koerich, Alessandro Lameiras” arXiv 2019. |
«Cross-representation transferability of adversarial perturbations: From spectrograms to audio waveforms»Koerich, Karl M. and Esmailpour, Mohammad and Abdoli, Sajjad and Britto, Alceu S. and Koerich, Alessandro L.” arXiv 2019. |
«Unsupervised feature learning for environmental sound classification using weighted cycle-consistent generative adversarial network»Esmaeilpour, Mohammad and Cardinal, Patrick and Koerich, Alessandro L.” arXiv 2019. |
«Cross-representation transferability of adversarial perturbations: From spectrograms to audio waveforms»Koerich, Karl M. and Esmailpour, Mohammad and Abdoli, Sajjad and Britto, Alceu S. and Koerich, Alessandro L.” arXiv 2019. |
«Emotion recognition using fusion of audio and video features»Ortega, Juan D.S. and Cardinal, Patrick and Koerich, Alessandro L.” arXiv 2019. |
«Unsupervised feature learning for environmental sound classification using weighted cycle-consistent generative adversarial network»Esmaeilpour, Mohammad and Cardinal, Patrick and Koerich, Alessandro L.” arXiv 2019. |
«Detection of adversarial attacks and characterization of adversarial subspace»Esmaeilpour, Mohammad and Cardinal, Patrick and Koerich, Alessandro Lameiras” arXiv 2019. |
«Incremental and decremental fuzzy bounded twin support vector machine»De Mello, Alexandre Reeberg and Stemmer, Marcelo Ricardo and Koerich, Alessandro Lameiras” arXiv 2019. |
«Double transfer learning for breast cancer histopathologic image classification»De Matos, Jonathan and De S. Britto Jr., Alceu and Oliveira, Luiz E.S. and Koerich, Alessandro L.” arXiv 2019. |
«Image retrieval and pattern spotting using siamese eural network»Wiggers, Kelly L. and Britto, Alceu S. and Heutte, Laurent and Koerich, Alessandro L. and Oliveira, Luiz S.” arXiv 2019. |
«Tensor analysis with n-mode generalized difference subspace»Gatto, Bernardo B. and dos Santos, Eulanda M. and Koerich, Alessandro L. and Fukui, Kazuhiro and Júnior, Waldir S.S.” arXiv 2019. |
«Speaker sincerity detection based on covariance feature vectors and ensemble methods»Senoussaoui, Mohammed and Cardinal, Patrick and Dehak, Najim and Koerich, Alessandro L.” arXiv 2019. |
«Deep learning approaches for image retrieval and pattern spotting in ancient documents»Wiggers, Kelly Lais and de Souza Britto Junior, Alceu and Koerich, Alessandro Lameiras and Heutte, Laurent and de Oliveira, Luiz Eduardo Soares” arXiv 2019. |
«Universal adversarial audio perturbations»Abdoli, Sajjad and Hafemann, Luiz G. and Rony, Jérôme and Ayed, Ismail Ben and Cardinal, Patrick and Koerich, Alessandro L.” arXiv 2019. |
«Texture CNN for thermoelectric metal pipe image classification»Vriesman, Daniel and Zimmer, Alessandro and Britto, Alceu S. and Koerich, Alessandro L.” arXiv 2019. |
«Bag-of-audio-words based on autoencoder codebook for continuous emotion prediction»Senoussaoui, Mohammed and Cardinal, Patrick and Koerich, Alessandro Lameiras” arXiv 2019. |
«Multimodal fusion with deep neural networks for audio-video emotion recognition»Ortega, Juan D.S. and Senoussaoui, Mohammed and Granger, Eric and Pedersoli, Marco and Cardinal, Patrick and Koerich, Alessandro L.” arXiv 2019. |
«End-to-end environmental sound classification using a 1D convolutional neural network»Abdoli, Sajjad and Cardinal, Patrick and Koerich, Alessandro Lameiras” arXiv 2019. |
«Style transfer applied to face liveness detection with user-centered models»Laurensi, Israel A.R. and Penna, Manoel Camillo O.N. and Menon, Luciana T. and Koerich, Alessandro L. and Britto, Alceu S.” arXiv 2019. |
«Style transfer applied to face liveness detection with user-centered models»Laurensi, Israel A.R. and Penna, Manoel Camillo O.N. and Menon, Luciana T. and Koerich, Alessandro L. and Britto, Alceu S.” arXiv 2019. |
«A robust approach for securing audio classification against adversarial attacks»Esmaeilpour, Mohammad and Cardinal, Patrick and Koerich, Alessandro Lameiras” arXiv 2019. |
«Texture CNN for thermoelectric metal pipe image classification»Vriesman, Daniel and Zimmer, Alessandro and Britto, Alceu S. and Koerich, Alessandro L.” arXiv 2019. |
«Fine-grained hierarchical classification of plant leaf images using fusion of deep models»Araujo, Voncarlos M. and Britto, Alceu S. and Brun, Andre L. and Koerich, Alessandro L. and Oliveira, Luiz E.S.” Proceedings – International Conference on Tools with Artificial Intelligence, ICTAI 2018. |
«Document Image Retrieval Using Deep Features»Wiggers, Kelly L. and Britto, Alceu S. and Heutte, Laurent and Koerich, Alessandro L. and Oliveira, Luiz Eduardo S.” Proceedings of the International Joint Conference on Neural Networks 2018. |
«Multiple classifier system for plant leaf recognition»Aráujo, Voncarlos and Britto, Alceu S. and Brun, André L. and Koerich, Alessandro L. and Falate, Rosane” 2017 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017 2017. |
«Two-stage facial age prediction using group-specific features»Pontes, Jhony K. and Fookes, Clinton and Britto, Alceu S. and Koerich, Alessandro L.” ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing – Proceedings 2017. |
«A two-step cascade classification method»Silva, Eunelson J. and Britto, Alceu S. and Oliveira, Luiz S. and Enembreck, Fabricio and Sabourin, Robert and Koerich, Alessandro L.” Proceedings of the International Joint Conference on Neural Networks 2017. |
«People counting in crowded and outdoor scenes using a hybrid multi-camera approach»Dittrich, Fabio and De Oliveira, Luiz E.S. and Britto, Alceu S. and Koerich, Alessandro L.” arXiv 2017. |
«Native language detection using the I-vector framework»Senoussaoui, Mohammed and Cardinal, Patrick and Dehak, Najim and Koerich, Alessandro L.” Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2016. |
«Facial expression recognition using a pairwise feature selection and classification approach»Cossetin, Marcelo J. and Nievola, Julio C. and Koerich, Alessandro L.” Proceedings of the International Joint Conference on Neural Networks 2016. |
«Visual and acoustic identification of bird species»Marini, A. and Turatti, A. J. and Britto, A. S. and Koerich, A. L.” ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing – Proceedings 2015. |
«Combining overall and local class accuracies in an oracle-based method for dynamic ensemble selection»Vriesmann, Leila M. and Britto, Alceu S. and Oliveira, Luiz S. and Koerich, Alessandro L. and Sabourin, Robert” Proceedings of the International Joint Conference on Neural Networks 2015. |
«An HMM-Based Gesture Recognition Method Trained on Few Samples»Godoy, Vinicius and Britto, Alceu S. and Koerich, Alessandro and Facon, Jacques and Oliveira, Luiz E.S.” Proceedings – International Conference on Tools with Artificial Intelligence, ICTAI 2014. |
«Parking space detection using textural descriptors»Almeida, Paulo and Oliveira, Luiz S. and Silva, Eunelson and Britto, Alceu and Koerich, Alessandro” Proceedings – 2013 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2013 2013. |
«Improving the reliability of music genre classification using rejection and verification»Koerich, Alessandro L.” Proceedings of the 14th International Society for Music Information Retrieval Conference, ISMIR 2013 2013. |
«Music genre recognition based on visual features with dynamic ensemble of classifiers selection»Costa, Yandre and Oliveira, Luiz and Koerich, Alessandro and Gouyon, Fabien” International Conference on Systems, Signals, and Image Processing 2013. |
«Bird species classification based on color features»Marini, Andréia and Facon, Jacques and Koerich, Alessandro L.” Proceedings – 2013 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2013 2013. |
«Unified algorithm to improve reinforcement learning in dynamic environments: An instance-based approach»Ribeiro, Richardson and Favarim, Fábio and Barbosa, Marco A.C. and Borges, André Pinz and Dordal, Osmar Betazzi and Koerich, Alessandro L. and Enembreck, Fabrício” ICEIS 2012 – Proceedings of the 14th International Conference on Enterprise Information Systems 2012. |
«Comparing textural features for music genre classification»Costa, Yandre M.G. and Oliveira, Luiz S. and Koerich, Alessandro L. and Gouyon, Fabien” Proceedings of the International Joint Conference on Neural Networks 2012. |
«A multilevel algorithm for the network design problem»Silva, Hideson A. and Britto, Alceu S. and Oliveira, Luiz E.S. and Koerich, Alessandro L.” IECON Proceedings (Industrial Electronics Conference) 2011. |
«Facial expression recognition using ensemble of classifiers»Zavaschi, T. H.H. and Koerich, A. L. and Oliveira, L. E.S.” ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing – Proceedings 2011. |
«Selection of training instances for music genre classification»Lopes, Miguel and Gouyon, Fabien and Koerich, Alessandro L. and Oliveira, Luiz E.S.” Proceedings – International Conference on Pattern Recognition 2010. |
«Verification of unconstrained handwritten words at character level»Koerich, Alessandro L. and De Britto, Alceu S. and De Oliveira, Luiz Eduardo S.” Proceedings – 12th International Conference on Frontiers in Handwriting Recognition, ICFHR 2010 2010. |
«Face Recognition Using Selected 2DPCA Coefficients»Koerich, AL” łdots Conference on Systems, łdots 2010. |
«Evaluation of different strategies to optimize an HMM-based character recognition system»Santos, Murilo and Ko, Albert and Oliveira, Luis S. and Sabourin, Robert and Koerich, Alessandro L. and Britto, Alceu S.” Proceedings of the International Conference on Document Analysis and Recognition, ICDAR 2009. |
«Fusion of Biometric Systems using One-Class Classification»Bergamini, Cheila and Oliveira, Luiz S. and Koerich, Alessandro L. and Sabourin, Robert” Proceedings of the International Joint Conference on Neural Networks 2008. |
«Noise tolerance in reinforcement learning algorithms»Ribeiro, Richardson and Koerich, Alessandro L. and Enembreck, Fabrício” Proceedings of the IEEE/WIC/ACM International Conference on Intelligent Agent Technology, IAT 2007 2007. |
«Unconstrained handwritten character recognition using metaclasses of characters»Koerich, Alessandro L. and Kalva, Pedro R.” Proceedings – International Conference on Image Processing, ICIP 2005. |
«Improving classification performance using metaclasses»Koerich, Alessandro L.” Proceedings of the IEEE International Conference on Systems, Man and Cybernetics 2003. |
«Fast two-level Viterbi search algorithm for unconstrained handwriting recognition»Koerich, Alessandro L. and Sabourin, Robert and Suen, Ching Y.” ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing – Proceedings 2002. |
«A distributed scheme for lexicon-driven handwritten word recognition and its application to large vocabulary problems»Koerich, Alessandro L. and Sabourin, Robert and Suen, Ching Y.” Proceedings of the International Conference on Document Analysis and Recognition, ICDAR 2001. |
«Automatic extraction of filled information from bankchecks»Koerich, Alessandro L. and Lee, Luan Ling” Proceedings of the IEEE International Conference on Systems, Man and Cybernetics 1997. |
«Compression of bank cheque images based on layout knowledge»Koerich, Alessandro L. and Lee, Luan Ling” ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing – Proceedings 1997. |
