Automatic Extraction of Filled-in Information from Bankchecks Based on Prior Knowledge about Layout Structure. - Alessandro L. Koerich; Luan Ling Lee (BSDIA, 1997)

Compression of bank cheque images based on layout knowledge. - Alessandro L. Koerich; Luan Ling Lee (ICASSP, 1997)

A Prototype for Brazilian Bankcheck Recognition. - Luan Ling Lee; Miguel Gustavo Lizárraga; Natanael Rodrigues Gomes; Alessandro L. Koerich (Int. J. Pattern Recognit. Artif. Intell., 1997)

A system for automatic extraction of the user-entered data from bankchecks. - Alessandro L. Koerich; Lee Luan Ling (SIBGRAPI, 1998)

Automatic Storage, Retrieval, and Visualization of Bank Check Images. - Alessandro L. Koerich; Luan Ling Lee (ICDAR, 1999)

A Time-Length Constrained Level Building Algorithm for Large Vocabulary Handwritten Word Recognition. - Alessandro L. Koerich; Robert Sabourin; Ching Y. Suen (ICAPR, 2001)

A Distributed Scheme for Lexicon-Driven Handwritten Word Recognition and its Application to Large Vocabulary Problems. - Alessandro L. Koerich; Robert Sabourin; Ching Y. Suen (ICDAR, 2001)

Fast two-level Viterbi search algorithm for unconstrained handwriting recognition. - Alessandro L. Koerich; Robert Sabourin; Ching Y. Suen (ICASSP, 2002)

A hybrid large vocabulary handwritten word recognition system using neural networks with hidden Markov models. - Alessandro L. Koerich; Yann Leydier; Robert Sabourin; Ching Y. Suen (IWFHR, 2002)

Improving classification performance using metaclasses. - Alessandro L. Koerich (SMC, 2003)

Lexicon-driven HMM decoding for large vocabulary handwriting recognition with multiple character models. - Alessandro L. Koerich; Robert Sabourin; Ching Y. Suen (Int. J. Document Anal. Recognit., 2003)

Large vocabulary off-line handwriting recognition: A survey. - Alessandro L. Koerich; Robert Sabourin; Ching Y. Suen (Pattern Anal. Appl., 2003)

Rejection strategies for handwritten word recognition. - Alessandro L. Koerich (IWFHR, 2004)

Fast two-level HMM decoding algorithm for large vocabulary handwriting recognition. - Alessandro L. Koerich; Robert Sabourin; Ching Y. Suen (IWFHR, 2004)

Automatic classification of audio data. - Carlos Humberto Lopes Costa; Jaime Dalla Valle; Alessandro L. Koerich (SMC (1), 2004)

Unconstrained handwritten character recognition using metaclasses of characters. - Alessandro L. Koerich; Pedro R. Kalva (ICIP (2), 2005)

Combination of homogeneous classifiers for musical genre classification. - Alessandro Lameiras Koerich; Cleverson Poitevin (SMC, 2005)

Recognition and Verification of Unconstrained Handwritten Words. - Alessandro L. Koerich; Robert Sabourin; Ching Y. Suen (IEEE Trans. Pattern Anal. Mach. Intell., 2005)

A Hybrid Learning Strategy for Discovery of Policies of Action. - Richardson Ribeiro; Fabrício Enembreck; Alessandro L. Koerich (IBERAMIA-SBIA, 2006)

Time-Space Ensemble Strategies for Automatic Music Genre Classification. - Carlos Nascimento Silla Jr.; Celso A. A. Kaestner; Alessandro L. Koerich (IBERAMIA-SBIA, 2006)

Noise Tolerance in Reinforcement Learning Algorithms. - Richardson Ribeiro; Alessandro L. Koerich; Fabrício Enembreck (IAT, 2007)

WEB Image Classification Based on the Fusion of Image and Text Classifiers. - Pedro R. Kalva; Fabrício Enembreck; Alessandro L. Koerich (ICDAR, 2007)

Detection and Classification of Human Movements in Video Scenes. - Andre G. Hochuli; Luiz E. Soares de Oliveira; Alceu de Souza Britto Jr.; Alessandro L. Koerich (PSIVT, 2007)

People Counting in Low Density Video Sequences. - Jaime Dalla Valle; Luiz E. Soares de Oliveira; Alessandro L. Koerich; Alceu de Souza Britto Jr. (PSIVT, 2007)

Detection of non-conventional events on video scenes. - Andre G. Hochuli; Alceu de Souza Britto Jr.; Alessandro L. Koerich (SMC, 2007)

Automatic music genre classification using ensemble of classifiers. - Carlos Nascimento Silla Jr.; Celso A. A. Kaestner; Alessandro L. Koerich (SMC, 2007)

Fusion of biometric systems using one-class classification. - Cheila Bergamini; Luiz S. Oliveira; Alessandro L. Koerich; Robert Sabourin (IJCNN, 2008)

Feature Selection in Automatic Music Genre Classification. - Carlos Nascimento Silla Jr.; Alessandro L. Koerich; Celso A. A. Kaestner (ISM, 2008)

The Latin Music Database. - Carlos Nascimento Silla Jr.; Alessandro L. Koerich; Celso A. A. Kaestner (ISMIR, 2008)

A Machine Learning Approach to Automatic Music Genre Classification. - Carlos Nascimento Silla Jr.; Alessandro L. Koerich; Celso A. A. Kaestner (J. Braz. Comput. Soc., 2008)

Filtering segmentation cuts for digit string recognition. - Eduardo Vellasques; Luiz S. Oliveira; Alceu de Souza Britto Jr.; Alessandro L. Koerich; Robert Sabourin (Pattern Recognit., 2008)

Inspeção Automática de Defeitos em Madeiras de Pinus usando Visão Computacional. - Luiz E. S. Oliveira; Paulo Rodrigo Cavalin; Alceu S. Britto Jr.; Alessandro L. Koerich (RITA, 2008)

Evaluation of Different Strategies to Optimize an HMM-Based Character Recognition System. - Murilo Santos; Albert Hung-Ren Ko; Luiz S. Oliveira; Robert Sabourin; Alessandro L. Koerich; Alceu de Souza Britto Jr. (ICDAR, 2009)

A Strategy for Converging Dynamic Action Policies. - Richardson Ribeiro; André Pinz Borges; Alessandro L. Koerich; Edson Emílio Scalabrin; Fabrício Enembreck (IEEE IA, 2009)

A Feature Selection Approach for Automatic Music Genre Classification. - Carlos Nascimento Silla Jr.; Alessandro L. Koerich; Celso A. A. Kaestner (Int. J. Semantic Comput., 2009)

Combining different biometric traits with one-class classification. - Cheila Bergamini; Luiz S. Oliveira; Alessandro L. Koerich; Robert Sabourin (Signal Process., 2009)

Verification of Unconstrained Handwritten Words at Character Level. - Alessandro L. Koerich; Alceu de Souza Britto Jr.; Luiz E. Soares de Oliveira (ICFHR, 2010)

Selection of Training Instances for Music Genre Classification. - Miguel Lopes; Fabien Gouyon; Alessandro L. Koerich; Luiz E. Soares de Oliveira (ICPR, 2010)

Evaluation of different feature sets in an OCR free method for word spotting in printed documents. - Israel Rios; Alceu de Souza Britto Jr.; Alessandro L. Koerich; Luiz S. Oliveira (SAC, 2010)

Improving automatic music genre classification with hybrid content-based feature vectors. - Carlos Nascimento Silla Jr.; Alessandro L. Koerich; Celso A. A. Kaestner (SAC, 2010)

On the suitability of state-of-the-art music information retrieval methods for analyzing, categorizing and accessing non-Western and ethnic music collections. - Thomas Lidy; Carlos Nascimento Silla Jr.; Olmo Cornelis; Fabien Gouyon; Andreas Rauber; Celso A. A. Kaestner; Alessandro L. Koerich (Signal Process., 2010)

Facial expression recognition using ensemble of classifiers. - Thiago H. H. Zavaschi; Alessandro L. Koerich; Luiz E. Soares de Oliveira (ICASSP, 2011)

Automatic Bird Species Identification for Large Number of Species. - Marcelo Teider Lopes; Lucas L. Gioppo; Thiago T. Higushi; Celso A. A. Kaestner; Carlos Nascimento Silla Jr.; Alessandro L. Koerich (ISM, 2011)

Feature set comparison for automatic bird species identification. - Marcelo Teider Lopes; Carlos Nascimento Silla Jr.; Alessandro Lameiras Koerich; Celso Antônio Alves Kaestner (SMC, 2011)

2D Principal Component Analysis for Face and Facial-Expression Recognition. - Luiz S. Oliveira; Marcelo Mansano; Alessandro L. Koerich; Alceu de Souza Britto Jr. (Comput. Sci. Eng., 2011)

An OCR Free Method for Word Spotting in Printed Documents: the Evaluation of Different Feature Sets. - Israel Rios; Alceu de Souza Britto Jr.; Alessandro L. Koerich; Luiz E. Soares de Oliveira (J. Univers. Comput. Sci., 2011)

Unified Algorithm to Improve Reinforcement Learning in Dynamic Environments - An Instance-based Approach. - Richardson Ribeiro; Fábio Favarim; Marco A. C. Barbosa; André Pinz Borges; Osmar Betazzi Dordal; Alessandro L. Koerich; Fabrício Enembreck (ICEIS (1), 2012)

Combining Learning Algorithms: An Approach to Markov Decision Processes. - Richardson Ribeiro; Fábio Favarim; Marco A. C. Barbosa; Alessandro L. Koerich; Fabrício Enembreck (ICEIS, 2012)

Comparing textural features for music genre classification. - Yandre M. G. Costa; Luiz S. Oliveira; Alessandro L. Koerich; Fabien Gouyon (IJCNN, 2012)

Music genre classification using dynamic selection of ensemble of classifiers. - Paulo Ricardo Lisboa de Almeida; Eunelson Jose da Silva Junior; Tatiana Montes Celinski; Alceu de Souza Britto Jr.; Luis Eduardo Soares de Oliveira; Alessandro Lameiras Koerich (SMC, 2012)

Music genre classification using LBP textural features. - Yandre M. G. Costa; Luiz E. Soares de Oliveira; Alessandro L. Koerich; Fabien Gouyon; Jefferson G. Martins (Signal Process., 2012)

Music Genre Recognition Using Gabor Filters and LPQ Texture Descriptors. - Yandre M. G. Costa; Luiz S. Oliveira; Alessandro L. Koerich; Fabien Gouyon (CIARP (2), 2013)

Improving the Reliability of Music Genre Classification using Rejection and Verification. - Alessandro L. Koerich (ISMIR, 2013)

Parking Space Detection Using Textural Descriptors. - Paulo Ricardo Lisboa de Almeida; Luiz S. Oliveira; Eunelson Silva; Alceu de Souza Britto Jr.; Alessandro L. Koerich (SMC, 2013)

Bird Species Classification Based on Color Features. - Andreia Marini; Jacques Facon; Alessandro L. Koerich (SMC, 2013)

Network infrastructure design with a multilevel algorithm. - Hideson Alves da Silva; Alceu de Souza Britto Jr.; Luis Eduardo Soares de Oliveira; Alessandro L. Koerich (Expert Syst. Appl., 2013)

Fusion of feature sets and classifiers for facial expression recognition. - Thiago H. H. Zavaschi; Alceu de Souza Britto Jr.; Luiz S. Oliveira; Alessandro L. Koerich (Expert Syst. Appl., 2013)

An HMM-Based Gesture Recognition Method Trained on Few Samples. - Vinicius Godoy; Alceu S. Britto Jr.; Alessandro L. Koerich; Jacques Facon; Luiz E. S. Oliveira (ICTAI, 2014)

Automatic detection of musicians' ancillary gestures based on video analysis. - Rodrigo A. Seger; Marcelo M. Wanderley; Alessandro L. Koerich (Expert Syst. Appl., 2014)

Visual and acoustic identification of bird species. - Andreia Marini; Alef J. Turatti; Alceu S. Britto Jr.; Alessandro L. Koerich (ICASSP, 2015)

Combining overall and local class accuracies in an oracle-based method for dynamic ensemble selection. - Leila Maria Vriesmann; Alceu S. Britto Jr.; Luiz S. Oliveira; Alessandro L. Koerich; Robert Sabourin (IJCNN, 2015)

ETS System for AV+EC 2015 Challenge. - Patrick Cardinal; Najim Dehak; Alessandro Lameiras Koerich; Jahangir Alam 001; Patrice Boucher (AVEC@ACM Multimedia, 2015)

PKLot - A robust dataset for parking lot classification. - Paulo Ricardo Lisboa de Almeida; Luiz S. Oliveira; Alceu S. Britto Jr.; Eunelson Jose da Silva Junior; Alessandro L. Koerich (Expert Syst. Appl., 2015)

Facial expression recognition using a pairwise feature selection and classification approach. - Marcelo J. Cossetin; Júlio C. Nievola; Alessandro L. Koerich (IJCNN, 2016)

Native Language Detection Using the I-Vector Framework. - Mohammed Senoussaoui; Patrick Cardinal; Najim Dehak; Alessandro L. Koerich (INTERSPEECH, 2016)

A flexible hierarchical approach for facial age estimation based on multiple features. - Jhony K. Pontes; Alceu S. Britto Jr.; Clinton Fookes; Alessandro L. Koerich (Pattern Recognit., 2016)

Two-stage facial age prediction using group-specific features. - Jhony K. Pontes; Clinton Fookes; Alceu S. Britto Jr.; Alessandro L. Koerich (ICASSP, 2017)

A two-step cascade classification method. - Eunelson Jose da Silva Junior; Alceu S. Britto Jr.; Luiz S. Oliveira; Fabrício Enembreck; Robert Sabourin; Alessandro L. Koerich (IJCNN, 2017)

Multiple classifier system for plant leaf recognition. - Voncarlos Araujo; Alceu S. Britto Jr.; Andre L. Brun; Alessandro L. Koerich; Rosane Palate (SMC, 2017)

People Counting in Crowded and Outdoor Scenes using an Hybrid Multi-Camera Approach. - Fabio Dittrich; Luiz Eduardo Soares de Oliveira; Alceu S. Britto Jr.; Alessandro L. Koerich (CoRR, 2017)

Fine-Grained Hierarchical Classification of Plant Leaf Images Using Fusion of Deep Models. - Voncarlos M. Araújo; Alceu S. Britto Jr.; André L. Brun; Alessandro L. Koerich; Luiz E. S. Oliveira (ICTAI, 2018)

Document Image Retrieval Using Deep Features. - Kelly Lais Wiggers; Alceu S. Britto Jr.; Laurent Heutte; Alessandro L. Koerich; Luiz Eduardo Soares de Oliveira (IJCNN, 2018)

Texture CNN for Histopathological Image Classification. - Jonathan de Matos; Alceu de Souza Britto Jr.; Luiz Eduardo Soares de Oliveira; Alessandro Lameiras Koerich (CBMS, 2019)

Texture CNN for Thermoelectric Metal Pipe Image Classification. - Daniel Vriesman; Alceu S. Britto Jr.; Alessandro Zimmer; Alessandro Lameiras Koerich (ICTAI, 2019)

Double Transfer Learning for Breast Cancer Histopathologic Image Classification. - Jonathan de Matos; Alceu de Souza Britto Jr.; Luiz E. S. Oliveira; Alessandro L. Koerich (IJCNN, 2019)

Image Retrieval and Pattern Spotting using Siamese Neural Network. - Kelly Lais Wiggers; Alceu S. Britto Jr.; Laurent Heutte; Alessandro L. Koerich; Luiz S. Oliveira (IJCNN, 2019)

Emotion Recognition Using Fusion of Audio and Video Features. - Juan D. S. Ortega; Patrick Cardinal; Alessandro L. Koerich (SMC, 2019)

Memory Integrity of CNNs for Cross-Dataset Facial Expression Recognition. - Dylan C. Tannugi; Alceu S. Britto Jr.; Alessandro L. Koerich (SMC, 2019)

Unsupervised Feature Learning for Environmental Sound Classification Using Cycle Consistent Generative Adversarial Network. - Mohammad Esmaeilpour; Patrick Cardinal; Alessandro L. Koerich (CoRR, 2019)

Histopathologic Image Processing: A Review. - Jonathan de Matos; Alceu de Souza Britto Jr.; Luiz E. S. Oliveira; Alessandro L. Koerich (CoRR, 2019)

Speaker Sincerity Detection based on Covariance Feature Vectors and Ensemble Methods. - Mohammed Senoussaoui; Patrick Cardinal; Najim Dehak; Alessandro Lameiras Koerich (CoRR, 2019)

A Novel Orthogonal Direction Mesh Adaptive Direct Search Approach for SVM Hyperparameter Tuning. - Alexandre Reeberg de Mello; Jonathan de Matos; Marcelo Ricardo Stemmer; Alceu de Souza Britto Jr.; Alessandro Lameiras Koerich (CoRR, 2019)

Multimodal Fusion with Deep Neural Networks for Audio-Video Emotion Recognition. - Juan D. S. Ortega; Mohammed Senoussaoui; Eric Granger; Marco Pedersoli; Patrick Cardinal; Alessandro L. Koerich (CoRR, 2019)

Bag-of-Audio-Words based on Autoencoder Codebook for Continuous Emotion Prediction. - Mohammed Senoussaoui; Patrick Cardinal; Alessandro Lameiras Koerich (CoRR, 2019)

Style Transfer Applied to Face Liveness Detection with User-Centered Models. - Israel A. Laurensi R.; Luciana Trinkaus Menon; Manoel Camillo O. Penna N.; Alessandro L. Koerich; Alceu S. Britto Jr. (CoRR, 2019)

Deep Learning Approaches for Image Retrieval and Pattern Spotting in Ancient Documents. - Kelly Lais Wiggers; Alceu de Souza Britto Junior; Alessandro Lameiras Koerich; Laurent Heutte; Luiz Eduardo Soares de Oliveira (CoRR, 2019)

Universal Adversarial Audio Perturbations. - Sajjad Abdoli; Luiz G. Hafemann; Jérôme Rony; Ismail Ben Ayed; Patrick Cardinal; Alessandro L. Koerich (CoRR, 2019)

Cross-Representation Transferability of Adversarial Perturbations: From Spectrograms to Audio Waveforms. - Karl M. Koerich; Mohammad Esmailpour; Sajjad Abdoli; Alceu S. Britto Jr.; Alessandro L. Koerich (CoRR, 2019)

End-to-end environmental sound classification using a 1D convolutional neural network. - Sajjad Abdoli; Patrick Cardinal; Alessandro Lameiras Koerich (Expert Syst. Appl., 2019)

Automatic visual inspection of thermoelectric metal pipes. - Daniel Vriesman; Alceu de Souza Britto Jr.; Alessandro Zimmer; Alessandro L. Koerich; Rodrigo Paludo (Signal Image Video Process., 2019)

Fast(er) Reconstruction of Shredded Text Documents via Self-Supervised Deep Asymmetric Metric Learning. - Thiago M. Paixão; Rodrigo Ferreira Berriel; Maria C. S. Boeres; Alessandro L. Koerich; Claudine Badue; Alberto F. De Souza; Thiago Oliveira-Santos (CVPR, 2020)

Detection of Adversarial Attacks and Characterization of Adversarial Subspace. - Mohammad Esmaeilpour; Patrick Cardinal; Alessandro Lameiras Koerich (ICASSP, 2020)

Continuous Emotion Recognition via Deep Convolutional Autoencoder and Support Vector Regressor. - Sevegni Odilon Clement Allognon; Alceu de Souza Britto Jr.; Alessandro L. Koerich (IJCNN, 2020)

Data Augmentation for Histopathological Images Based on Gaussian-Laplacian Pyramid Blending. - Steve Tsham Mpinda Ataky; Jonathan de Matos; Alceu S. Britto Jr.; Luiz E. S. Oliveira; Alessandro L. Koerich (IJCNN, 2020)

Cross-Representation Transferability of Adversarial Attacks: From Spectrograms to Audio Waveforms. - Karl M. Koerich; Mohammad Esmailpour; Sajjad Abdoli; Alceu S. Britto Jr.; Alessandro L. Koerich (IJCNN, 2020)

Unsupervised feature learning for environmental sound classification using Weighted Cycle-Consistent Generative Adversarial Network. - Mohammad Esmaeilpour; Patrick Cardinal; Alessandro Lameiras Koerich (Appl. Soft Comput., 2020)

From Sound Representation to Model Robustness. - Mohammad Esmaeilpour; Patrick Cardinal; Alessandro Lameiras Koerich (CoRR, 2020)

Improving Stability of LS-GANs for Audio and Speech Signals. - Mohammad Esmaeilpour; Raymel Alfonso Sallo; Olivier St-Georges; Patrick Cardinal; Alessandro Lameiras Koerich (CoRR, 2020)

Conditioning Trick for Training Stable GANs. - Mohammad Esmaeilpour; Raymel Alfonso Sallo; Olivier St-Georges; Patrick Cardinal; Alessandro Lameiras Koerich (CoRR, 2020)

Continuous Emotion Recognition with Spatiotemporal Convolutional Neural Networks. - Thomas Teixeira; Eric Granger; Alessandro Lameiras Koerich (CoRR, 2020)

Incremental and decremental fuzzy bounded twin support vector machine. - Alexandre Reeberg de Mello; Marcelo Ricardo Stemmer; Alessandro L. Koerich (Inf. Sci., 2020)

Self-supervised deep reconstruction of mixed strip-shredded text documents. - Thiago M. Paixão; Rodrigo Ferreira Berriel; Maria C. S. Boeres; Alessandro L. Koerich; Claudine Badue; Alberto F. De Souza; Thiago Oliveira-Santos (Pattern Recognit., 2020)

A Robust Approach for Securing Audio Classification Against Adversarial Attacks. - Mohammad Esmaeilpour; Patrick Cardinal; Alessandro Lameiras Koerich (IEEE Trans. Inf. Forensics Secur., 2020)

Class-Conditional Defense GAN Against End-To-End Speech Attacks. - Mohammad Esmaeilpour; Patrick Cardinal; Alessandro Lameiras Koerich (ICASSP, 2021)

1D CNN Architectures for Music Genre Classification. - Safaa Allamy; Alessandro Lameiras Koerich (SSCI, 2021)

Machine Learning Methods for Histopathological Image Analysis: A Review. - Jonathan de Matos; Steve Tsham Mpinda Ataky; Alceu de Souza Britto Jr.; Luiz Eduardo Soares de Oliveira; Alessandro Lameiras Koerich (CoRR, 2021)

Multi-Discriminator Sobolev Defense-GAN Against Adversarial Attacks for End-to-End Speech Systems. - Mohammad Esmaeilpour; Patrick Cardinal; Alessandro Lameiras Koerich (CoRR, 2021)

Tensor analysis with n-mode generalized difference subspace. - Bernardo B. Gatto; Eulanda Miranda dos Santos; Alessandro L. Koerich; Kazuhiro Fukui; Waldir S. S. Júnior (Expert Syst. Appl., 2021)

Cyclic Defense GAN Against Speech Adversarial Attacks. - Mohammad Esmaeilpour; Patrick Cardinal; Alessandro Lameiras Koerich (IEEE Signal Process. Lett., 2021)

A Joint Cross-Attention Model for Audio-Visual Fusion in Dimensional Emotion Recognition. - R. Gnana Praveen; Wheidima Carneiro de Melo; Nasib Ullah; Haseeb Aslam; Osama Zeeshan; Théo Denorme; Marco Pedersoli; Alessandro L. Koerich; Simon Bacon; Patrick Cardinal; Eric Granger (CVPR Workshops, 2022)

Towards Robust Speech-to-Text Adversarial Attack. - Mohammad Esmaeilpour; Patrick Cardinal; Alessandro Lameiras Koerich (ICASSP, 2022)

Named Entity Recognition for Audio De-Identification. - Guillaume Baril; Patrick Cardinal; Alessandro Lameiras Koerich (IJCNN, 2022)

Evaluation of Self-taught Learning-based Representations for Facial Emotion Recognition. - Bruna Rossetto Delazeri; Leonardo León Vera; Jean Paul Barddal; Alessandro L. Koerich; Alceu S. Britto Jr. (IJCNN, 2022)

Pattern Spotting and Image Retrieval in Historical Documents using Deep Hashing. - Caio da S. Dias; Alceu S. Britto Jr.; Jean Paul Barddal; Laurent Heutte; Alessandro L. Koerich (SMC, 2022)

Texture Characterization of Histopathologic Images Using Ecological Diversity Measures and Discrete Wavelet Transform. - Steve Tsham Mpinda Ataky; Alessandro Lameiras Koerich (CoRR, 2022)

A Joint Cross-Attention Model for Audio-Visual Fusion in Dimensional Emotion Recognition. - Gnana Praveen Rajasekhar; Wheidima Carneiro de Melo; Nasib Ullah; Haseeb Aslam; Osama Zeeshan; Théo Denorme; Marco Pedersoli; Alessandro L. Koerich; Patrick Cardinal; Eric Granger (CoRR, 2022)

From Environmental Sound Representation to Robustness of 2D CNN Models Against Adversarial Attacks. - Mohammad Esmaeilpour; Patrick Cardinal; Alessandro Lameiras Koerich (CoRR, 2022)

Multiscale Analysis for Improving Texture Classification. - Steve T. M. Ataky; Diego Saqui; Jonathan de Matos; Alceu S. Britto Jr.; Alessandro L. Koerich (CoRR, 2022)

Two-view fine-grained classification of plant species. - Voncarlos M. Araújo; Alceu S. Britto Jr.; Luiz S. Oliveira; Alessandro L. Koerich (Neurocomputing, 2022)

A novel bio-inspired texture descriptor based on biodiversity and taxonomic measures. - Steve Tsham Mpinda Ataky; Alessandro Lameiras Koerich (Pattern Recognit., 2022)

A human-in-the-loop recommendation-based framework for reconstruction of mechanically shredded documents. - Thiago M. Paixão; Rodrigo Ferreira Berriel; Maria C. S. Boeres; Alessandro L. Koerich; Claudine Badue; Alberto F. De Souza; Thiago Oliveira-Santos (Pattern Recognit. Lett., 2022)

Multidiscriminator Sobolev Defense-GAN Against Adversarial Attacks for End-to-End Speech Systems. - Mohammad Esmaeilpour; Patrick Cardinal; Alessandro Lameiras Koerich (IEEE Trans. Inf. Forensics Secur., 2022)

Privileged Knowledge Distillation for Dimensional Emotion Recognition in the Wild. - Muhammad Haseeb Aslam; Muhammad Osama Zeeshan; Marco Pedersoli; Alessandro L. Koerich; Simon Bacon; Eric Granger (CVPR Workshops, 2023)

Concept Drift Adaptation in Text Stream Mining Settings: A Comprehensive Review. - Cristiano Mesquita Garcia; Ramon Simoes Abilio; Alessandro Lameiras Koerich; Alceu de Souza Britto Jr.; Jean Paul Barddal (CoRR, 2023)

Large-margin representation learning for texture classification. - Jonathan de Matos; Luiz Eduardo Soares de Oliveira; Alceu de Souza Britto Junior; Alessandro Lameiras Koerich (Pattern Recognit. Lett., 2023)

Discriminative Singular Spectrum Classifier with applications on bioacoustic signal recognition. - Bernardo Bentes Gatto; Juan Gabriel Colonna; Eulanda Miranda dos Santos; Alessandro Lameiras Koerich; Kazuhiro Fukui (Digit. Signal Process., 2023)

Multiresolution texture analysis of histopathologic images using ecological diversity measures. - Steve Tsham Mpinda Ataky; Alessandro Lameiras Koerich (Expert Syst. Appl., 2023)

Is it Fine to Tune? Evaluating SentenceBERT Fine-tuning for Brazilian Portuguese Text Stream Classification. - Bruno Yuiti Leão Imai; Cristiano Mesquita Garcia; Marcio Vinicius Rocha; Alessandro Lameiras Koerich; Alceu de Souza Britto Jr.; Jean Paul Barddal (IEEE Big Data, 2024)

A Novel Genetic Algorithm Approach for Discriminative Subspace Optimization. - Bernardo B. Gatto; Marco A. F. Mollinetti; Eulanda M. dos Santos; Alessandro L. Koerich; Waldir Sabino da Silva Júnior (BRACIS (1), 2024)

Joint Multimodal Transformer for Emotion Recognition in the Wild. - Paul Waligora; Muhammad Haseeb Aslam; Muhammad Osama Zeeshan; Soufiane Belharbi; Alessandro Lameiras Koerich; Marco Pedersoli; Simon Bacon; Eric Granger (CVPR Workshops, 2024)

Textualized and Feature-Based Models for Compound Multimodal Emotion Recognition in the Wild. - Nicolas Richet; Soufiane Belharbi; Haseeb Aslam; Meike Emilie Schadt; Manuela González-González; Gustave Cortal; Alessandro Lameiras Koerich; Marco Pedersoli; Alain Finkel; Simon Bacon; Eric Granger (ECCV Workshops (15), 2024)

Distilling Privileged Multimodal Information for Expression Recognition using Optimal Transport. - Muhammad Haseeb Aslam; Muhammad Osama Zeeshan; Soufiane Belharbi; Marco Pedersoli; Alessandro Lameiras Koerich; Simon Bacon; Eric Granger (FG, 2024)

Guided Interpretable Facial Expression Recognition via Spatial Action Unit Cues. - Soufiane Belharbi; Marco Pedersoli; Alessandro Lameiras Koerich; Simon Bacon; Eric Granger (FG, 2024)

Subject-Based Domain Adaptation for Facial Expression Recognition. - Muhammad Osama Zeeshan; Muhammad Haseeb Aslam; Soufiane Belharbi; Alessandro Lameiras Koerich; Marco Pedersoli; Simon Bacon; Eric Granger (FG, 2024)

Improving Sampling Methods for Fine-Tuning SentenceBERT in Text Streams. - Cristiano Mesquita Garcia; Alessandro Lameiras Koerich; Alceu de Souza Britto Junior; Jean Paul Barddal (ICPR (19), 2024)

Dynamic Modality and View Selection for Emotion Recognition: An Experimental Study on Missing Modality Evaluation. - Luciana Trinkaus Menon; Luiz Carlos Ribeiro Neduziak; Jean Paul Barddal; Alessandro Lameiras Koerich; Alceu de Souza Britto Junior (ICPR (Workshops and Challenges, 4), 2024)

Alleviating Catastrophic Forgetting in Facial Expression Recognition with Emotion-Centered Models. - Israel A. Laurensi R.; Alceu de Souza Britto Jr.; Jean Paul Barddal; Alessandro Lameiras Koerich (ICPR (9), 2024)

Joint Multimodal Transformer for Dimensional Emotional Recognition in the Wild. - Paul Waligora; Osama Zeeshan; Haseeb Aslam; Soufiane Belharbi; Alessandro Lameiras Koerich; Marco Pedersoli; Simon Bacon; Eric Granger (CoRR, 2024)

Methods for Generating Drift in Text Streams. - Cristiano Mesquita Garcia; Alessandro Lameiras Koerich; Alceu de Souza Britto Jr.; Jean Paul Barddal (CoRR, 2024)

Dynamic Modality and View Selection for Multimodal Emotion Recognition with Missing Modalities. - Luciana Trinkaus Menon; Luiz Carlos Ribeiro Neduziak; Jean Paul Barddal; Alessandro Lameiras Koerich; Alceu de Souza Britto Jr. (CoRR, 2024)

Multi Teacher Privileged Knowledge Distillation for Multimodal Expression Recognition. - Muhammad Haseeb Aslam; Marco Pedersoli; Alessandro Lameiras Koerich; Eric Granger (CoRR, 2024)

Spatial Action Unit Cues for Interpretable Deep Facial Expression Recognition. - Soufiane Belharbi; Marco Pedersoli; Alessandro Lameiras Koerich; Simon Bacon; Eric Granger (CoRR, 2024)

AI-Driven Early Mental Health Screening with Limited Data: Analyzing Selfies of Pregnant Women. - Gustavo A. Basílio; Thiago B. Pereira; Alessandro L. Koerich; Ludmila Dias; Maria das Graças da Silva Teixeira; Rafael Teixeira Sousa; Wilian H. Hisatugu; Amanda S. Mota; Anilton S. Garcia; Marco Aurélio K. Galletta; Hermano Tavares; Thiago M. Paixão (CoRR, 2024)

Music Genre Classification using Large Language Models. - Mohamed El Amine Meguenani; Alceu de Souza Britto Jr.; Alessandro Lameiras Koerich (CoRR, 2024)

AI-Driven Early Mental Health Screening: Analyzing Selfies of Pregnant Women. - Gustavo A. Basílio; Thiago B. Pereira; Alessandro L. Koerich; Hermano Tavares; Ludmila Dias; Maria das Graças da Silva Teixeira; Rafael Teixeira Sousa; Wilian H. Hisatugu; Amanda S. Mota; Anilton S. Garcia; Marco Aurélio K. Galletta; Thiago M. Paixão (BIOSTEC (2): HEALTHINF, 2025)

Representation ensemble learning applied to facial expression recognition. - Bruna Rossetto Delazeri; Andre Gustavo Hochuli; Jean Paul Barddal; Alessandro Lameiras Koerich; Alceu de Souza Britto Jr. (Neural Comput. Appl., 2025)

Disentangled Source-Free Personalization for Facial Expression Recognition with Neutral Target Data. - Masoumeh Sharafi; Emma Ollivier; Muhammad Osama Zeeshan; Soufiane Belharbi; Marco Pedersoli; Alessandro Lameiras Koerich; Simon Bacon; Eric Granger (CoRR, 2025)

Progressive Multi-Source Domain Adaptation for Personalized Facial Expression Recognition. - Muhammad Osama Zeeshan; Marco Pedersoli; Alessandro Lameiras Koerich; Eric Grange (CoRR, 2025)

Learning from Stochastic Teacher Representations Using Student-Guided Knowledge Distillation. - Muhammad Haseeb Aslam; Clara Martinez; Marco Pedersoli; Alessandro L. Koerich; Ali Etemad; Eric Granger (CoRR, 2025)

Concept Drift Adaptation in Text Stream Mining Settings: A Systematic Review. - Cristiano Mesquita Garcia; Ramon Abílio; Alessandro Lameiras Koerich; Alceu de Souza Britto Jr.; Jean Paul Barddal (ACM Trans. Intell. Syst. Technol., 2025)

Automatic Proficiency Assessment in L2 English Learners. - Armita Mohammadi; Alessandro Lameiras Koerich; Laureano Moro-Velázquez; Patrick Cardinal (CoRR, 2025)

BAH Dataset for Ambivalence/Hesitancy Recognition in Videos for Behavioural Change. - Manuela González-González; Soufiane Belharbi; Muhammad Osama Zeeshan; Masoumeh Sharafi; Muhammad Haseeb Aslam; Marco Pedersoli; Alessandro Lameiras Koerich; Simon Bacon; Eric Granger (CoRR, 2025)

Personalized Feature Translation for Expression Recognition: An Efficient Source-Free Domain Adaptation Method. - Masoumeh Sharafi; Soufiane Belharbi; Houssem Ben Salem; Ali Etemad; Alessandro Lameiras Koerich; Marco Pedersoli; Simon Bacon; Eric Granger (CoRR, 2025)

MuSACo: Multimodal Subject-Specific Selection and Adaptation for Expression Recognition with Co-Training. - Muhammad Osama Zeeshan; Natacha Gillet; Alessandro Lameiras Koerich; Marco Pedersoli; François Brémond; Eric Granger (CoRR, 2025)