Alessandro L. Koerich

ORCID

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 55

Top Venues

Publications

Muhammad Haseeb Aslam, Muhammad Osama Zeeshan, Soufiane Belharbi, Marco Pedersoli, Alessandro L. Koerich, Simon Bacon, Eric Granger
Distilling Privileged Multimodal Information for Expression Recognition using Optimal Transport. CoRR (2024)
Muhammad Haseeb Aslam, Muhammad Osama Zeeshan, Marco Pedersoli, Alessandro L. Koerich, Simon Bacon, Eric Granger
Privileged Knowledge Distillation for Dimensional Emotion Recognition in the Wild. CVPR Workshops (2023)
Muhammad Osama Zeeshan, Muhammad Haseeb Aslam, Soufiane Belharbi, Alessandro L. Koerich, Marco Pedersoli, Simon Bacon, Eric Granger
Subject-Based Domain Adaptation for Facial Expression Recognition. CoRR (2023)
Caio da S. Dias, Alceu S. Britto Jr., Jean Paul Barddal, Laurent Heutte, Alessandro L. Koerich
Pattern Spotting and Image Retrieval in Historical Documents using Deep Hashing. SMC (2022)
Bruna Delazeri, Leonardo L. Veras, Alceu S. Britto Jr., Jean Paul Barddal, Alessandro L. Koerich
Evaluation of Self-taught Learning-based Representations for Facial Emotion Recognition. CoRR (2022)
Bruna Rossetto Delazeri, Leonardo León Vera, Jean Paul Barddal, Alessandro L. Koerich, Alceu S. Britto Jr.
Evaluation of Self-taught Learning-based Representations for Facial Emotion Recognition. IJCNN (2022)
Caio da S. Dias, Alceu de Souza Britto Jr., Jean Paul Barddal, Laurent Heutte, Alessandro L. Koerich
Pattern Spotting and Image Retrieval in Historical Documents using Deep Hashing. CoRR (2022)
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
A Joint Cross-Attention Model for Audio-Visual Fusion in Dimensional Emotion Recognition. CVPR Workshops (2022)
Gnana Praveen Rajasekhar, Wheidima Carneiro de Melo, Nasib Ullah, Haseeb Aslam, Osama Zeeshan, Théo Denorme, Marco Pedersoli, Alessandro L. Koerich, Patrick Cardinal, Eric Granger
A Joint Cross-Attention Model for Audio-Visual Fusion in Dimensional Emotion Recognition. CoRR (2022)
Steve T. M. Ataky, Diego Saqui, Jonathan de Matos, Alceu S. Britto Jr., Alessandro L. Koerich
Multiscale Analysis for Improving Texture Classification. CoRR (2022)
Thiago M. Paixão, Rodrigo Ferreira Berriel, Maria C. S. Boeres, Alessandro L. Koerich, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
A human-in-the-loop recommendation-based framework for reconstruction of mechanically shredded documents. Pattern Recognit. Lett. 164 (2022)
Voncarlos M. Araújo, Alceu S. Britto Jr., Luiz S. Oliveira, Alessandro L. Koerich
Two-view fine-grained classification of plant species. Neurocomputing 467 (2022)
Bernardo B. Gatto, Eulanda Miranda dos Santos, Alessandro L. Koerich, Kazuhiro Fukui, Waldir S. S. Junior
Tensor analysis with n-mode generalized difference subspace. Expert Syst. Appl. 171 (2021)
Bernardo B. Gatto, Juan Gabriel Colonna, Eulanda Miranda dos Santos, Alessandro L. Koerich, Kazuhiro Fukui
Discriminative Singular Spectrum Classifier with Applications on Bioacoustic Signal Recognition. CoRR (2021)
Thiago M. Paixão, Rodrigo Ferreira Berriel, Maria C. S. Boeres, Alessandro L. Koerich, Claudine Badue, Alberto Ferreira de Souza, Thiago Oliveira-Santos
Self-supervised Deep Reconstruction of Mixed Strip-shredded Text Documents. CoRR (2020)
Thiago M. Paixão, Rodrigo Ferreira Berriel, Maria C. S. Boeres, Alessandro L. Koerich, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
Self-supervised deep reconstruction of mixed strip-shredded text documents. Pattern Recognit. 107 (2020)
Alexandre Reeberg de Mello, Marcelo Ricardo Stemmer, Alessandro L. Koerich
Incremental and decremental fuzzy bounded twin support vector machine. Inf. Sci. 526 (2020)
Voncarlos M. Araújo, Alceu S. Britto Jr., Luiz E. S. Oliveira, Alessandro L. Koerich
Two-View Fine-grained Classification of Plant Species. CoRR (2020)
Steve Tsham Mpinda Ataky, Jonathan de Matos, Alceu de Souza Britto Jr., Luiz E. S. Oliveira, Alessandro L. Koerich
Data Augmentation for Histopathological Images Based on Gaussian-Laplacian Pyramid Blending. CoRR (2020)
Karl M. Koerich, Mohammad Esmailpour, Sajjad Abdoli, Alceu S. Britto Jr., Alessandro L. Koerich
Cross-Representation Transferability of Adversarial Attacks: From Spectrograms to Audio Waveforms. IJCNN (2020)
Sevegni Odilon Clement Allognon, Alessandro L. Koerich, Alceu de Souza Britto Jr.
Continuous Emotion Recognition via Deep Convolutional Autoencoder and Support Vector Regressor. CoRR (2020)
Sevegni Odilon Clement Allognon, Alceu de Souza Britto Jr., Alessandro L. Koerich
Continuous Emotion Recognition via Deep Convolutional Autoencoder and Support Vector Regressor. IJCNN (2020)
Thiago M. Paixão, Rodrigo Ferreira Berriel, Maria C. S. Boeres, Alessandro L. Koerich, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
Fast(er) Reconstruction of Shredded Text Documents via Self-Supervised Deep Asymmetric Metric Learning. CVPR (2020)
Thiago M. Paixão, Rodrigo Ferreira Berriel, Maria C. S. Boeres, Alessandro L. Koerich, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
Fast(er) Reconstruction of Shredded Text Documents via Self-Supervised Deep Asymmetric Metric Learning. CoRR (2020)
Steve Tsham Mpinda Ataky, Jonathan de Matos, Alceu S. Britto Jr., Luiz E. S. Oliveira, Alessandro L. Koerich
Data Augmentation for Histopathological Images Based on Gaussian-Laplacian Pyramid Blending. IJCNN (2020)
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro L. Koerich
Unsupervised Feature Learning for Environmental Sound Classification Using Cycle Consistent Generative Adversarial Network. CoRR (2019)
Israel A. Laurensi R., Luciana T. Menon, Manoel Camillo O. Penna N., Alessandro L. Koerich, Alceu S. Britto Jr.
Style Transfer Applied to Face Liveness Detection with User-Centered Models. CoRR (2019)
Daniel Vriesman, Alceu de Souza Britto Jr., Alessandro Zimmer, Alessandro L. Koerich, Rodrigo Paludo
Automatic visual inspection of thermoelectric metal pipes. Signal Image Video Process. 13 (5) (2019)
Kelly Lais Wiggers, Alceu S. Britto Jr., Laurent Heutte, Alessandro L. Koerich, Luiz S. Oliveira
Image Retrieval and Pattern Spotting using Siamese Neural Network. CoRR (2019)
Juan D. S. Ortega, Patrick Cardinal, Alessandro L. Koerich
Emotion Recognition Using Fusion of Audio and Video Features. SMC (2019)
Jonathan de Matos, Alceu de Souza Britto Jr., Luiz Eduardo Soares de Oliveira, Alessandro L. Koerich
Texture CNN for Histopathological Image Classification. CoRR (2019)
Juan D. S. Ortega, Patrick Cardinal, Alessandro L. Koerich
Emotion Recognition Using Fusion of Audio and Video Features. CoRR (2019)
Kelly Lais Wiggers, Alceu S. Britto Jr., Laurent Heutte, Alessandro L. Koerich, Luiz S. Oliveira
Image Retrieval and Pattern Spotting using Siamese Neural Network. IJCNN (2019)
Jonathan de Matos, Alceu de Souza Britto Jr., Luiz E. S. Oliveira, Alessandro L. Koerich
Double Transfer Learning for Breast Cancer Histopathologic Image Classification. IJCNN (2019)
Sajjad Abdoli, Luiz G. Hafemann, Jérôme Rony, Ismail Ben Ayed, Patrick Cardinal, Alessandro L. Koerich
Universal Adversarial Audio Perturbations. CoRR (2019)
Bernardo B. Gatto, Eulanda Miranda dos Santos, Alessandro L. Koerich, Kazuhiro Fukui, Waldir S. S. Junior
Tensor Analysis with n-Mode Generalized Difference Subspace. CoRR (2019)
Juan D. S. Ortega, Mohammed Senoussaoui, Eric Granger, Marco Pedersoli, Patrick Cardinal, Alessandro L. Koerich
Multimodal Fusion with Deep Neural Networks for Audio-Video Emotion Recognition. CoRR (2019)
Dylan C. Tannugi, Alceu S. Britto Jr., Alessandro L. Koerich
Memory Integrity of CNNs for Cross-Dataset Facial Expression Recognition. SMC (2019)
Karl M. Koerich, Mohammad Esmailpour, Sajjad Abdoli, Alceu S. Britto Jr., Alessandro L. Koerich
Cross-Representation Transferability of Adversarial Perturbations: From Spectrograms to Audio Waveforms. CoRR (2019)
Jonathan de Matos, Alceu de Souza Britto Jr., Luiz E. S. Oliveira, Alessandro L. Koerich
Histopathologic Image Processing: A Review. CoRR (2019)
Daniel Vriesman, Alessandro Zimmer, Alceu S. Britto Jr., Alessandro L. Koerich
Texture CNN for Thermoelectric Metal Pipe Image Classification. CoRR (2019)
Dylan C. Tannugi, Alceu S. Britto Jr., Alessandro L. Koerich
Memory Integrity of CNNs for Cross-Dataset Facial Expression Recognition. CoRR (2019)
Jonathan de Matos, Alceu de Souza Britto Jr., Luiz E. S. Oliveira, Alessandro L. Koerich
Double Transfer Learning for Breast Cancer Histopathologic Image Classification. CoRR (2019)
Kelly Lais Wiggers, Alceu S. Britto Jr., Laurent Heutte, Alessandro L. Koerich, Luiz Eduardo Soares de Oliveira
Document Image Retrieval Using Deep Features. IJCNN (2018)
Voncarlos M. Araújo, Alceu S. Britto Jr., André L. Brun, Alessandro L. Koerich, Luiz E. S. Oliveira
Fine-Grained Hierarchical Classification of Plant Leaf Images Using Fusion of Deep Models. ICTAI (2018)
Voncarlos Araujo, Alceu S. Britto Jr., Andre L. Brun, Alessandro L. Koerich, Rosane Palate
Multiple classifier system for plant leaf recognition. SMC (2017)
Jhony K. Pontes, Clinton Fookes, Alceu S. Britto Jr., Alessandro L. Koerich
Two-stage facial age prediction using group-specific features. ICASSP (2017)
Eunelson Jose da Silva Junior, Alceu S. Britto Jr., Luiz S. Oliveira, Fabrício Enembreck, Robert Sabourin, Alessandro L. Koerich
A two-step cascade classification method. IJCNN (2017)
Fabio Dittrich, Luiz Eduardo Soares de Oliveira, Alceu S. Britto Jr., Alessandro L. Koerich
People Counting in Crowded and Outdoor Scenes using an Hybrid Multi-Camera Approach. CoRR (2017)
Jhony K. Pontes, Alceu S. Britto Jr., Clinton Fookes, Alessandro L. Koerich
A flexible hierarchical approach for facial age estimation based on multiple features. Pattern Recognit. 54 (2016)
Marcelo J. Cossetin, Júlio C. Nievola, Alessandro L. Koerich
Facial expression recognition using a pairwise feature selection and classification approach. IJCNN (2016)
Mohammed Senoussaoui, Patrick Cardinal, Najim Dehak, Alessandro L. Koerich
Native Language Detection Using the I-Vector Framework. INTERSPEECH (2016)
Leila Maria Vriesmann, Alceu S. Britto Jr., Luiz S. Oliveira, Alessandro L. Koerich, Robert Sabourin
Combining overall and local class accuracies in an oracle-based method for dynamic ensemble selection. IJCNN (2015)
Paulo Ricardo Lisboa de Almeida, Luiz S. Oliveira, Alceu S. Britto Jr., Eunelson Jose da Silva Junior, Alessandro L. Koerich
PKLot - A robust dataset for parking lot classification. Expert Syst. Appl. 42 (11) (2015)
Andreia Marini, Alef J. Turatti, Alceu S. Britto Jr., Alessandro L. Koerich
Visual and acoustic identification of bird species. ICASSP (2015)
Vinicius Godoy, Alceu S. Britto Jr., Alessandro L. Koerich, Jacques Facon, Luiz E. S. Oliveira
An HMM-Based Gesture Recognition Method Trained on Few Samples. ICTAI (2014)
Rodrigo A. Seger, Marcelo M. Wanderley, Alessandro L. Koerich
Automatic detection of musicians' ancillary gestures based on video analysis. Expert Syst. Appl. 41 (4) (2014)
Yandre M. G. Costa, Luiz S. Oliveira, Alessandro L. Koerich, Fabien Gouyon
Music Genre Recognition Using Gabor Filters and LPQ Texture Descriptors. CIARP (2) (2013)
Alessandro L. Koerich
Improving the Reliability of Music Genre Classification using Rejection and Verification. ISMIR (2013)
Andreia Marini, Jacques Facon, Alessandro L. Koerich
Bird Species Classification Based on Color Features. SMC (2013)
Thiago H. H. Zavaschi, Alceu de Souza Britto Jr., Luiz S. Oliveira, Alessandro L. Koerich
Fusion of feature sets and classifiers for facial expression recognition. Expert Syst. Appl. 40 (2) (2013)
Paulo Ricardo Lisboa de Almeida, Luiz S. Oliveira, Eunelson Silva, Alceu de Souza Britto Jr., Alessandro L. Koerich
Parking Space Detection Using Textural Descriptors. SMC (2013)
Hideson Alves da Silva, Alceu de Souza Britto Jr., Luis Eduardo Soares de Oliveira, Alessandro L. Koerich
Network infrastructure design with a multilevel algorithm. Expert Syst. Appl. 40 (9) (2013)
Richardson Ribeiro, Fábio Favarim, Marco A. C. Barbosa, André Pinz Borges, Osmar Betazzi Dordal, Alessandro L. Koerich, Fabrício Enembreck
Unified Algorithm to Improve Reinforcement Learning in Dynamic Environments - An Instance-based Approach. ICEIS (1) (2012)
Yandre M. G. Costa, Luiz S. Oliveira, Alessandro L. Koerich, Fabien Gouyon
Comparing textural features for music genre classification. IJCNN (2012)
Richardson Ribeiro, Fábio Favarim, Marco A. C. Barbosa, Alessandro L. Koerich, Fabrício Enembreck
Combining Learning Algorithms: An Approach to Markov Decision Processes. ICEIS (2012)
Yandre M. G. Costa, Luiz E. Soares de Oliveira, Alessandro L. Koerich, Fabien Gouyon, J. G. Martins
Music genre classification using LBP textural features. Signal Process. 92 (11) (2012)
Israel Rios, Alceu de Souza Britto Jr., Alessandro L. Koerich, Luiz E. Soares de Oliveira
An OCR Free Method for Word Spotting in Printed Documents: the Evaluation of Different Feature Sets. J. Univers. Comput. Sci. 17 (1) (2011)
Thiago H. H. Zavaschi, Alessandro L. Koerich, Luiz E. Soares de Oliveira
Facial expression recognition using ensemble of classifiers. ICASSP (2011)
Luiz S. Oliveira, Marcelo Mansano, Alessandro L. Koerich, Alceu de Souza Britto Jr.
2D Principal Component Analysis for Face and Facial-Expression Recognition. Comput. Sci. Eng. 13 (3) (2011)
Marcelo Teider Lopes, Lucas L. Gioppo, Thiago T. Higushi, Celso A. A. Kaestner, Carlos Nascimento Silla Jr., Alessandro L. Koerich
Automatic Bird Species Identification for Large Number of Species. ISM (2011)
Carlos Nascimento Silla Jr., Alessandro L. Koerich, Celso A. A. Kaestner
Improving automatic music genre classification with hybrid content-based feature vectors. SAC (2010)
Alessandro L. Koerich, Alceu de Souza Britto Jr., Luiz E. Soares de Oliveira
Verification of Unconstrained Handwritten Words at Character Level. ICFHR (2010)
Thomas Lidy, Carlos Nascimento Silla Jr., Olmo Cornelis, Fabien Gouyon, Andreas Rauber, Celso A. A. Kaestner, Alessandro L. Koerich
On the suitability of state-of-the-art music information retrieval methods for analyzing, categorizing and accessing non-Western and ethnic music collections. Signal Process. 90 (4) (2010)
Israel Rios, Alceu de Souza Britto Jr., Alessandro L. Koerich, Luiz S. Oliveira
Evaluation of different feature sets in an OCR free method for word spotting in printed documents. SAC (2010)
Miguel Lopes, Fabien Gouyon, Alessandro L. Koerich, Luiz E. Soares de Oliveira
Selection of Training Instances for Music Genre Classification. ICPR (2010)
Murilo Santos, Albert Hung-Ren Ko, Luiz S. Oliveira, Robert Sabourin, Alessandro L. Koerich, Alceu de Souza Britto Jr.
Evaluation of Different Strategies to Optimize an HMM-Based Character Recognition System. ICDAR (2009)
Richardson Ribeiro, André Pinz Borges, Alessandro L. Koerich, Edson Emílio Scalabrin, Fabrício Enembreck
A Strategy for Converging Dynamic Action Policies. IEEE IA (2009)
Cheila Bergamini, Luiz S. Oliveira, Alessandro L. Koerich, Robert Sabourin
Combining different biometric traits with one-class classification. Signal Process. 89 (11) (2009)
Carlos Nascimento Silla Jr., Alessandro L. Koerich, Celso A. A. Kaestner
A Feature Selection Approach for Automatic Music Genre Classification. Int. J. Semantic Comput. 3 (2) (2009)
Carlos Nascimento Silla Jr., Alessandro L. Koerich, Celso A. A. Kaestner
A Machine Learning Approach to Automatic Music Genre Classification. J. Braz. Comput. Soc. 14 (3) (2008)
Carlos Nascimento Silla Jr., Alessandro L. Koerich, Celso A. A. Kaestner
The Latin Music Database. ISMIR (2008)
Eduardo Vellasques, Luiz S. Oliveira, Alceu de Souza Britto Jr., Alessandro L. Koerich, Robert Sabourin
Filtering segmentation cuts for digit string recognition. Pattern Recognit. 41 (10) (2008)
Carlos Nascimento Silla Jr., Alessandro L. Koerich, Celso A. A. Kaestner
Feature Selection in Automatic Music Genre Classification. ISM (2008)
Cheila Bergamini, Luiz S. Oliveira, Alessandro L. Koerich, Robert Sabourin
Fusion of biometric systems using one-class classification. IJCNN (2008)
Luiz E. S. Oliveira, Paulo Rodrigo Cavalin, Alceu S. Britto Jr., Alessandro L. Koerich
Inspeção Automática de Defeitos em Madeiras de Pinus usando Visão Computacional. RITA 15 (2) (2008)
Pedro R. Kalva, Fabrício Enembreck, Alessandro L. Koerich
WEB Image Classification Based on the Fusion of Image and Text Classifiers. ICDAR (2007)
Richardson Ribeiro, Alessandro L. Koerich, Fabrício Enembreck
Noise Tolerance in Reinforcement Learning Algorithms. IAT (2007)
Jaime Dalla Valle, Luiz E. Soares de Oliveira, Alessandro L. Koerich, Alceu de Souza Britto Jr.
People Counting in Low Density Video Sequences. PSIVT (2007)
Carlos Nascimento Silla Jr., Celso A. A. Kaestner, Alessandro L. Koerich
Automatic music genre classification using ensemble of classifiers. SMC (2007)
Andre G. Hochuli, Alceu de Souza Britto Jr., Alessandro L. Koerich
Detection of non-conventional events on video scenes. SMC (2007)
Andre G. Hochuli, Luiz E. Soares de Oliveira, Alceu de Souza Britto Jr., Alessandro L. Koerich
Detection and Classification of Human Movements in Video Scenes. PSIVT (2007)
Carlos Nascimento Silla Jr., Celso A. A. Kaestner, Alessandro L. Koerich
Time-Space Ensemble Strategies for Automatic Music Genre Classification. IBERAMIA-SBIA (2006)
Richardson Ribeiro, Fabrício Enembreck, Alessandro L. Koerich
A Hybrid Learning Strategy for Discovery of Policies of Action. IBERAMIA-SBIA (2006)
Alessandro L. Koerich, Robert Sabourin, Ching Y. Suen
Recognition and Verification of Unconstrained Handwritten Words. IEEE Trans. Pattern Anal. Mach. Intell. 27 (10) (2005)
Alessandro L. Koerich, Pedro R. Kalva
Unconstrained handwritten character recognition using metaclasses of characters. ICIP (2) (2005)
Alessandro L. Koerich, Robert Sabourin, Ching Y. Suen
Fast two-level HMM decoding algorithm for large vocabulary handwriting recognition. IWFHR (2004)
Carlos Humberto Lopes Costa, Jaime Dalla Valle, Alessandro L. Koerich
Automatic classification of audio data. SMC (1) (2004)
Alessandro L. Koerich
Rejection strategies for handwritten word recognition. IWFHR (2004)
Alessandro L. Koerich, Robert Sabourin, Ching Y. Suen
Lexicon-driven HMM decoding for large vocabulary handwriting recognition with multiple character models. Int. J. Document Anal. Recognit. 6 (2) (2003)

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Publication Activity (10 Years)

Top Topics

Top Venues

Alessandro L. Koerich