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ORCIDAlessandro L. Koerich
Alessandro Lameiras Koerich
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2020 – today
- 2025
[j34]Bruna Rossetto Delazeri, Andre Gustavo Hochuli, Jean Paul Barddal, Alessandro Lameiras Koerich, Alceu de Souza Britto Jr.:
Representation ensemble learning applied to facial expression recognition. Neural Comput. Appl. 37(1): 417-438 (2025)- 2024
- [c79]Bernardo B. Gatto, Marco A. F. Mollinetti, Eulanda M. dos Santos, Alessandro L. Koerich, Waldir Sabino da Silva Júnior:
A Novel Genetic Algorithm Approach for Discriminative Subspace Optimization. BRACIS 2024: 64-79 - [c78]Paul Waligora, Muhammad Haseeb Aslam, Muhammad Osama Zeeshan, Soufiane Belharbi, Alessandro Lameiras Koerich, Marco Pedersoli, Simon Bacon, Eric Granger:
Joint Multimodal Transformer for Emotion Recognition in the Wild. CVPR Workshops 2024: 4625-4635 - [c77]Muhammad Haseeb Aslam, Muhammad Osama Zeeshan, Soufiane Belharbi, Marco Pedersoli, Alessandro Lameiras Koerich, Simon Bacon, Eric Granger:
Distilling Privileged Multimodal Information for Expression Recognition using Optimal Transport. FG 2024: 1-10 - [c76]Soufiane Belharbi, Marco Pedersoli, Alessandro Lameiras Koerich, Simon Bacon, Eric Granger:
Guided Interpretable Facial Expression Recognition via Spatial Action Unit Cues. FG 2024: 1-10 - [c75]Muhammad Osama Zeeshan, Muhammad Haseeb Aslam, Soufiane Belharbi, Alessandro Lameiras Koerich, Marco Pedersoli, Simon Bacon, Eric Granger:
Subject-Based Domain Adaptation for Facial Expression Recognition. FG 2024: 1-10 - [c74]Israel A. Laurensi R., Alceu de Souza Britto Jr., Jean Paul Barddal, Alessandro Lameiras Koerich:
Alleviating Catastrophic Forgetting in Facial Expression Recognition with Emotion-Centered Models. ICPR (9) 2024: 208-224 - [c73]Cristiano Mesquita Garcia
, Alessandro Lameiras Koerich, Alceu de Souza Britto Junior, Jean Paul Barddal:
Improving Sampling Methods for Fine-Tuning SentenceBERT in Text Streams. ICPR (19) 2024: 445-459 - [i61]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 abs/2401.15489 (2024) - [i60]Soufiane Belharbi, Marco Pedersoli, Alessandro Lameiras Koerich, Simon Bacon, Eric Granger:
Guided Interpretable Facial Expression Recognition via Spatial Action Unit Cues. CoRR abs/2402.00281 (2024) - [i59]Paul Waligora, Osama Zeeshan, Haseeb Aslam, Soufiane Belharbi, Alessandro Lameiras Koerich, Marco Pedersoli, Simon Bacon, Eric Granger:
Joint Multimodal Transformer for Dimensional Emotional Recognition in the Wild. CoRR abs/2403.10488 (2024) - [i58]Cristiano Mesquita Garcia, Alessandro Lameiras Koerich, Alceu de Souza Britto Jr., Jean Paul Barddal:
Methods for Generating Drift in Text Streams. CoRR abs/2403.12328 (2024) - [i57]Cristiano Mesquita Garcia, Alessandro Lameiras Koerich, Alceu de Souza Britto Jr., Jean Paul Barddal:
Improving Sampling Methods for Fine-tuning SentenceBERT in Text Streams. CoRR abs/2403.15455 (2024) - [i56]Luciana Trinkaus Menon, Luiz Carlos Ribeiro Neduziak, Jean Paul Barddal, Alessandro Lameiras Koerich, Alceu de Souza Britto Jr.:
Dynamic Modality and View Selection for Multimodal Emotion Recognition with Missing Modalities. CoRR abs/2404.12251 (2024) - [i55]Israel A. Laurensi R., Alceu de Souza Britto Jr., Jean Paul Barddal, Alessandro Lameiras Koerich:
Alleviating Catastrophic Forgetting in Facial Expression Recognition with Emotion-Centered Models. CoRR abs/2404.12260 (2024) - [i54]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:
Textualized and Feature-based Models for Compound Multimodal Emotion Recognition in the Wild. CoRR abs/2407.12927 (2024) - [i53]Muhammad Haseeb Aslam, Marco Pedersoli, Alessandro Lameiras Koerich, Eric Granger:
Multi Teacher Privileged Knowledge Distillation for Multimodal Expression Recognition. CoRR abs/2408.09035 (2024) - [i52]Soufiane Belharbi, Marco Pedersoli, Alessandro Lameiras Koerich, Simon Bacon, Eric Granger:
Spatial Action Unit Cues for Interpretable Deep Facial Expression Recognition. CoRR abs/2410.01848 (2024) - [i51]Gustavo A. Basílio, Thiago B. Pereira, Alessandro L. Koerich, Ludmila Dias, Maria das Graças da Silva Teixeira, Rafael T. Sousa, Wilian H. Hisatugu, Amanda S. Mota, Anilton S. Garcia, Marco Aurélio K. Galletta, Hermano Tavares, Thiago M. Paixão:
AI-Driven Early Mental Health Screening with Limited Data: Analyzing Selfies of Pregnant Women. CoRR abs/2410.05450 (2024) - [i50]Mohamed El Amine Meguenani, Alceu de Souza Britto Jr., Alessandro Lameiras Koerich:
Music Genre Classification using Large Language Models. CoRR abs/2410.08321 (2024) - 2023
- [j33]Bernardo Bentes Gatto, Juan Gabriel Colonna, Eulanda Miranda dos Santos, Alessandro Lameiras Koerich, Kazuhiro Fukui:
Discriminative Singular Spectrum Classifier with applications on bioacoustic signal recognition. Digit. Signal Process. 133: 103858 (2023) - [j32]Steve Tsham Mpinda Ataky, Alessandro Lameiras Koerich:
Multiresolution texture analysis of histopathologic images using ecological diversity measures. Expert Syst. Appl. 224: 119972 (2023) - [j31]Jonathan de Matos, Luiz Eduardo Soares de Oliveira, Alceu de Souza Britto Junior, Alessandro Lameiras Koerich:
Large-margin representation learning for texture classification. Pattern Recognit. Lett. 170: 39-47 (2023) - [c72]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: 3338-3347 - [i49]Cristiano Mesquita Garcia, Ramon Simoes Abilio, Alessandro Lameiras Koerich, Alceu de Souza Britto Jr., Jean Paul Barddal:
Concept Drift Adaptation in Text Stream Mining Settings: A Comprehensive Review. CoRR abs/2312.02901 (2023) - [i48]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 abs/2312.05632 (2023) - 2022
- [j30]Voncarlos M. Araújo, Alceu S. Britto Jr., Luiz S. Oliveira, Alessandro L. Koerich:
Two-view fine-grained classification of plant species. Neurocomputing 467: 427-441 (2022) - [j29]Steve Tsham Mpinda Ataky, Alessandro Lameiras Koerich:
A novel bio-inspired texture descriptor based on biodiversity and taxonomic measures. Pattern Recognit. 123: 108382 (2022) - [j28]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: 1-8 (2022) - [j27]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich:
Multidiscriminator Sobolev Defense-GAN Against Adversarial Attacks for End-to-End Speech Systems. IEEE Trans. Inf. Forensics Secur. 17: 2044-2058 (2022) - [c71]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: 2485-2494 - [c70]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich:
Towards Robust Speech-to-Text Adversarial Attack. ICASSP 2022: 2869-2873 - [c69]Guillaume Baril, Patrick Cardinal, Alessandro Lameiras Koerich:
Named Entity Recognition for Audio De-Identification. IJCNN 2022: 1-8 - [c68]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: 1-8 - [c67]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: 2869-2875 - [i47]Steve Tsham Mpinda Ataky, Alessandro Lameiras Koerich:
Texture Characterization of Histopathologic Images Using Ecological Diversity Measures and Discrete Wavelet Transform. CoRR abs/2202.13270 (2022) - [i46]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 abs/2203.14779 (2022) - [i45]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich:
From Environmental Sound Representation to Robustness of 2D CNN Models Against Adversarial Attacks. CoRR abs/2204.07018 (2022) - [i44]Steve T. M. Ataky, Diego Saqui, Jonathan de Matos, Alceu S. Britto Jr., Alessandro L. Koerich:
Multiscale Analysis for Improving Texture Classification. CoRR abs/2204.09841 (2022) - [i43]Guillaume Baril, Patrick Cardinal, Alessandro Lameiras Koerich:
Named Entity Recognition for Audio De-Identification. CoRR abs/2204.12622 (2022) - [i42]Bruna Rossetto Delazeri, Leonardo León Vera, Alceu S. Britto Jr., Jean Paul Barddal, Alessandro L. Koerich:
Evaluation of Self-taught Learning-based Representations for Facial Emotion Recognition. CoRR abs/2204.12624 (2022) - [i41]Jonathan de Matos, Luiz Eduardo Soares de Oliveira, Alceu de Souza Britto Junior, Alessandro Lameiras Koerich:
Large-Margin Representation Learning for Texture Classification. CoRR abs/2206.08537 (2022) - [i40]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 abs/2208.02397 (2022) - 2021
- [j26]Bernardo B. Gatto, Eulanda Miranda dos Santos, Alessandro L. Koerich, Kazuhiro Fukui, Waldir S. S. Júnior:
Tensor analysis with n-mode generalized difference subspace. Expert Syst. Appl. 171: 114559 (2021) - [j25]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich:
Cyclic Defense GAN Against Speech Adversarial Attacks. IEEE Signal Process. Lett. 28: 1769-1773 (2021) - [c66]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich:
Class-Conditional Defense GAN Against End-To-End Speech Attacks. ICASSP 2021: 2565-2569 - [c65]Safaa Allamy, Alessandro Lameiras Koerich:
1D CNN Architectures for Music Genre Classification. SSCI 2021: 1-7 - [i39]Jonathan de Matos, Steve Tsham Mpinda Ataky, Alceu de Souza Britto Jr., Luiz Eduardo Soares de Oliveira, Alessandro Lameiras Koerich:
Machine Learning Methods for Histopathological Image Analysis: A Review. CoRR abs/2102.03889 (2021) - [i38]Steve Tsham Mpinda Ataky, Alessandro Lameiras Koerich:
A Novel Bio-Inspired Texture Descriptor based on Biodiversity and Taxonomic Measures. CoRR abs/2102.06997 (2021) - [i37]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich:
Multi-Discriminator Sobolev Defense-GAN Against Adversarial Attacks for End-to-End Speech Systems. CoRR abs/2103.08086 (2021) - [i36]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich:
Towards Robust Speech-to-Text Adversarial Attack. CoRR abs/2103.08095 (2021) - [i35]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 abs/2103.10166 (2021) - [i34]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich:
Cyclic Defense GAN Against Speech Adversarial Attacks. CoRR abs/2103.14717 (2021) - [i33]Safaa Allamy, Alessandro Lameiras Koerich:
1D CNN Architectures for Music Genre Classification. CoRR abs/2105.07302 (2021) - 2020
- [j24]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich:
Unsupervised feature learning for environmental sound classification using Weighted Cycle-Consistent Generative Adversarial Network. Appl. Soft Comput. 86 (2020) - [j23]Alexandre Reeberg de Mello, Marcelo Ricardo Stemmer, Alessandro L. Koerich:
Incremental and decremental fuzzy bounded twin support vector machine. Inf. Sci. 526: 20-38 (2020) - [j22]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: 107535 (2020) - [j21]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich:
A Robust Approach for Securing Audio Classification Against Adversarial Attacks. IEEE Trans. Inf. Forensics Secur. 15: 2147-2159 (2020) - [c64]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: 14331-14339 - [c63]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich:
Detection of Adversarial Attacks and Characterization of Adversarial Subspace. ICASSP 2020: 3097-3101 - [c62]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: 1-8 - [c61]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: 1-8 - [c60]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: 1-7 - [i32]Sevegni Odilon Clement Allognon, Alessandro L. Koerich, Alceu de Souza Britto Jr.:
Continuous Emotion Recognition via Deep Convolutional Autoencoder and Support Vector Regressor. CoRR abs/2001.11976 (2020) - [i31]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 abs/2002.00072 (2020) - [i30]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 abs/2003.10063 (2020) - [i29]Voncarlos M. Araújo, Alceu S. Britto Jr., Luiz E. S. Oliveira, Alessandro L. Koerich:
Two-View Fine-grained Classification of Plant Species. CoRR abs/2005.09110 (2020) - [i28]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 abs/2007.00779 (2020) - [i27]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich:
From Sound Representation to Model Robustness. CoRR abs/2007.13703 (2020) - [i26]Mohammad Esmaeilpour, Raymel Alfonso Sallo, Olivier St-Georges, Patrick Cardinal, Alessandro Lameiras Koerich:
Improving Stability of LS-GANs for Audio and Speech Signals. CoRR abs/2008.05454 (2020) - [i25]Mohammad Esmaeilpour, Raymel Alfonso Sallo, Olivier St-Georges, Patrick Cardinal, Alessandro Lameiras Koerich:
Conditioning Trick for Training Stable GANs. CoRR abs/2010.05844 (2020) - [i24]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich:
Class-Conditional Defense GAN Against End-to-End Speech Attacks. CoRR abs/2010.11352 (2020) - [i23]Thomas Teixeira, Eric Granger, Alessandro Lameiras Koerich:
Continuous Emotion Recognition with Spatiotemporal Convolutional Neural Networks. CoRR abs/2011.09280 (2020)
2010 – 2019
- 2019
- [j20]Sajjad Abdoli, Patrick Cardinal, Alessandro Lameiras Koerich:
End-to-end environmental sound classification using a 1D convolutional neural network. Expert Syst. Appl. 136: 252-263 (2019) - [j19]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): 975-983 (2019) - [c59]Jonathan de Matos, Alceu de Souza Britto Jr., Luiz Eduardo Soares de Oliveira, Alessandro Lameiras Koerich:
Texture CNN for Histopathological Image Classification. CBMS 2019: 580-583 - [c58]Daniel Vriesman, Alceu S. Britto Jr., Alessandro Zimmer, Alessandro Lameiras Koerich:
Texture CNN for Thermoelectric Metal Pipe Image Classification. ICTAI 2019: 569-574 - [c57]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: 1-8 - [c56]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: 1-8 - [c55]Dylan C. Tannugi, Alceu S. Britto Jr., Alessandro L. Koerich:
Memory Integrity of CNNs for Cross-Dataset Facial Expression Recognition. SMC 2019: 3826-3831 - [c54]Juan D. S. Ortega, Patrick Cardinal, Alessandro L. Koerich:
Emotion Recognition Using Fusion of Audio and Video Features. SMC 2019: 3847-3852 - [i22]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro L. Koerich:
Unsupervised Feature Learning for Environmental Sound Classification Using Cycle Consistent Generative Adversarial Network. CoRR abs/1904.04221 (2019) - [i21]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 abs/1904.07834 (2019) - [i20]Jonathan de Matos, Alceu de Souza Britto Jr., Luiz E. S. Oliveira, Alessandro L. Koerich:
Histopathologic Image Processing: A Review. CoRR abs/1904.07900 (2019) - [i19]Sajjad Abdoli, Patrick Cardinal, Alessandro Lameiras Koerich:
End-to-End Environmental Sound Classification using a 1D Convolutional Neural Network. CoRR abs/1904.08990 (2019) - [i18]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich:
A Robust Approach for Securing Audio Classification Against Adversarial Attacks. CoRR abs/1904.10990 (2019) - [i17]Mohammed Senoussaoui, Patrick Cardinal, Najim Dehak, Alessandro Lameiras Koerich:
Speaker Sincerity Detection based on Covariance Feature Vectors and Ensemble Methods. CoRR abs/1904.11641 (2019) - [i16]Alexandre Reeberg de Mello, Jonathan de Matos, Marcelo Ricardo Stemmer, Alceu de Souza Britto Jr., Alessandro Lameiras Koerich:
A Novel Orthogonal Direction Mesh Adaptive Direct Search Approach for SVM Hyperparameter Tuning. CoRR abs/1904.11649 (2019) - [i15]Daniel Vriesman, Alessandro Zimmer, Alceu S. Britto Jr., Alessandro L. Koerich:
Texture CNN for Thermoelectric Metal Pipe Image Classification. CoRR abs/1905.12003 (2019) - [i14]Jonathan de Matos, Alceu de Souza Britto Jr., Luiz Eduardo Soares de Oliveira, Alessandro L. Koerich:
Texture CNN for Histopathological Image Classification. CoRR abs/1905.12005 (2019) - [i13]Dylan C. Tannugi, Alceu S. Britto Jr., Alessandro L. Koerich:
Memory Integrity of CNNs for Cross-Dataset Facial Expression Recognition. CoRR abs/1905.12082 (2019) - [i12]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 abs/1906.09513 (2019) - [i11]Juan D. S. Ortega, Patrick Cardinal, Alessandro L. Koerich:
Emotion Recognition Using Fusion of Audio and Video Features. CoRR abs/1906.10623 (2019) - [i10]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 abs/1907.03196 (2019) - [i9]Mohammed Senoussaoui, Patrick Cardinal, Alessandro Lameiras Koerich:
Bag-of-Audio-Words based on Autoencoder Codebook for Continuous Emotion Prediction. CoRR abs/1907.04928 (2019) - [i8]Israel A. Laurensi R., Luciana Trinkaus 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 abs/1907.07270 (2019) - [i7]Kelly Lais Wiggers, Alceu de Souza Britto Junior, Alessandro Lameiras Koerich, Laurent Heutte, Luiz Eduardo Soares de Oliveira:
Deep Learning Approaches for Image Retrieval and Pattern Spotting in Ancient Documents. CoRR abs/1907.09404 (2019) - [i6]Alexandre Reeberg de Mello, Marcelo Ricardo Stemmer, Alessandro Lameiras Koerich:
Incremental and Decremental Fuzzy Bounded Twin Support Vector Machine. CoRR abs/1907.09613 (2019) - [i5]Sajjad Abdoli, Luiz G. Hafemann, Jérôme Rony, Ismail Ben Ayed, Patrick Cardinal, Alessandro L. Koerich:
Universal Adversarial Audio Perturbations. CoRR abs/1908.03173 (2019) - [i4]Bernardo B. Gatto, Eulanda Miranda dos Santos, Alessandro L. Koerich, Kazuhiro Fukui, Waldir S. S. Júnior:
Tensor Analysis with n-Mode Generalized Difference Subspace. CoRR abs/1909.01954 (2019) - [i3]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 abs/1910.10106 (2019) - [i2]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich:
Detection of Adversarial Attacks and Characterization of Adversarial Subspace. CoRR abs/1910.12084 (2019) - 2018
- [c53]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: 1-5 - [c52]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: 1-8 - 2017
- [c51]Jhony K. Pontes, Clinton Fookes, Alceu S. Britto Jr., Alessandro L. Koerich:
Two-stage facial age prediction using group-specific features. ICASSP 2017: 2577-2581 - [c50]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: 573-580 - [c49]Voncarlos Araujo, Alceu S. Britto Jr., Andre L. Brun, Alessandro L. Koerich, Rosane Palate:
Multiple classifier system for plant leaf recognition. SMC 2017: 1880-1885 - [i1]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 abs/1704.00326 (2017) - 2016
- [j18]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: 34-51 (2016) - [c48]Marcelo J. Cossetin, Júlio C. Nievola, Alessandro L. Koerich:
Facial expression recognition using a pairwise feature selection and classification approach. IJCNN 2016: 5149-5155 - [c47]Mohammed Senoussaoui, Patrick Cardinal, Najim Dehak, Alessandro L. Koerich:
Native Language Detection Using the I-Vector Framework. INTERSPEECH 2016: 2398-2402 - 2015
- [j17]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): 4937-4949 (2015) - [c46]Andreia Marini, Alef J. Turatti, Alceu S. Britto Jr., Alessandro L. Koerich:
Visual and acoustic identification of bird species. ICASSP 2015: 2309-2313 - [c45]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: 1-7 - [c44]Patrick Cardinal, Najim Dehak, Alessandro Lameiras Koerich, Jahangir Alam, Patrice Boucher:
ETS System for AV+EC 2015 Challenge. AVEC@ACM Multimedia 2015: 17-23 - 2014
- [j16]Rodrigo A. Seger, Marcelo M. Wanderley, Alessandro L. Koerich:
Automatic detection of musicians' ancillary gestures based on video analysis. Expert Syst. Appl. 41(4): 2098-2106 (2014) - [c43]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: 640-646 - 2013
- [j15]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): 646-655 (2013) - [j14]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): 3471-3480 (2013) - [c42]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: 67-74 - [c41]Alessandro L. Koerich:
Improving the Reliability of Music Genre Classification using Rejection and Verification. ISMIR 2013: 511-516 - [c40]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: 3603-3608 - [c39]Andreia Marini, Jacques Facon, Alessandro L. Koerich:
Bird Species Classification Based on Color Features. SMC 2013: 4336-4341 - 2012
- [j13]Yandre M. G. Costa, Luiz E. Soares de Oliveira, Alessandro L. Koerich, Fabien Gouyon, Jefferson G. Martins:
Music genre classification using LBP textural features. Signal Process. 92(11): 2723-2737 (2012) - [c38]Richardson Ribeiro, Fábio Favarim, Marco A. C. Barbosa, Alessandro L. Koerich, Fabrício Enembreck:
Combining Learning Algorithms: An Approach to Markov Decision Processes. ICEIS 2012: 172-188 - [c37]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: 229-238 - [c36]Yandre M. G. Costa, Luiz S. Oliveira, Alessandro L. Koerich, Fabien Gouyon:
Comparing textural features for music genre classification. IJCNN 2012: 1-6 - [c35]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:
Music genre classification using dynamic selection of ensemble of classifiers. SMC 2012: 2700-2705 - 2011
- [j12]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): 9-13 (2011) - [j11]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): 48-63 (2011) - [c34]Thiago H. H. Zavaschi, Alessandro L. Koerich, Luiz E. Soares de Oliveira:
Facial expression recognition using ensemble of classifiers. ICASSP 2011: 1489-1492 - [c33]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: 117-122 - [c32]Marcelo Teider Lopes, Carlos Nascimento Silla Jr., Alessandro Lameiras Koerich, Celso Antônio Alves Kaestner:
Feature set comparison for automatic bird species identification. SMC 2011: 965-970 - 2010
- [j10]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): 1032-1048 (2010) - [c31]Alessandro L. Koerich, Alceu de Souza Britto Jr., Luiz E. Soares de Oliveira:
Verification of Unconstrained Handwritten Words at Character Level. ICFHR 2010: 39-44 - [c30]Miguel Lopes, Fabien Gouyon, Alessandro L. Koerich, Luiz E. Soares de Oliveira:
Selection of Training Instances for Music Genre Classification. ICPR 2010: 4569-4572 - [c29]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: 52-56 - [c28]Carlos Nascimento Silla Jr., Alessandro L. Koerich, Celso A. A. Kaestner:
Improving automatic music genre classification with hybrid content-based feature vectors. SAC 2010: 1702-1707
2000 – 2009
- 2009
- [j9]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): 183-208 (2009) - [j8]Cheila Bergamini, Luiz S. Oliveira, Alessandro L. Koerich, Robert Sabourin:
Combining different biometric traits with one-class classification. Signal Process. 89(11): 2117-2127 (2009) - [c27]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: 666-670 - [c26]Richardson Ribeiro, André Pinz Borges, Alessandro L. Koerich, Edson Emílio Scalabrin, Fabrício Enembreck:
A Strategy for Converging Dynamic Action Policies. IEEE IA 2009: 136-143 - 2008
- [j7]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): 7-18 (2008) - [j6]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): 3044-3053 (2008) - [j5]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): 218- (2008) - [c25]Cheila Bergamini, Luiz S. Oliveira, Alessandro L. Koerich, Robert Sabourin:
Fusion of biometric systems using one-class classification. IJCNN 2008: 1308-1313 - [c24]Carlos Nascimento Silla Jr., Alessandro L. Koerich, Celso A. A. Kaestner:
Feature Selection in Automatic Music Genre Classification. ISM 2008: 39-44 - [c23]Carlos Nascimento Silla Jr., Alessandro L. Koerich, Celso A. A. Kaestner:
The Latin Music Database. ISMIR 2008: 451-456 - 2007
- [c22]Richardson Ribeiro, Alessandro L. Koerich, Fabrício Enembreck:
Noise Tolerance in Reinforcement Learning Algorithms. IAT 2007: 265-268 - [c21]Pedro R. Kalva, Fabrício Enembreck, Alessandro L. Koerich:
WEB Image Classification Based on the Fusion of Image and Text Classifiers. ICDAR 2007: 561-568 - [c20]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: 678-691 - [c19]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: 737-748 - [c18]Andre G. Hochuli, Alceu de Souza Britto Jr., Alessandro L. Koerich:
Detection of non-conventional events on video scenes. SMC 2007: 302-307 - [c17]Carlos Nascimento Silla Jr., Celso A. A. Kaestner, Alessandro L. Koerich:
Automatic music genre classification using ensemble of classifiers. SMC 2007: 1687-1692 - 2006
- [c16]Richardson Ribeiro, Fabrício Enembreck, Alessandro L. Koerich:
A Hybrid Learning Strategy for Discovery of Policies of Action. IBERAMIA-SBIA 2006: 268-277 - [c15]Carlos Nascimento Silla Jr., Celso A. A. Kaestner, Alessandro L. Koerich:
Time-Space Ensemble Strategies for Automatic Music Genre Classification. IBERAMIA-SBIA 2006: 339-348 - 2005
- [j4]Alessandro L. Koerich, Robert Sabourin, Ching Y. Suen:
Recognition and Verification of Unconstrained Handwritten Words. IEEE Trans. Pattern Anal. Mach. Intell. 27(10): 1509-1522 (2005) - [c14]Alessandro L. Koerich, Pedro R. Kalva:
Unconstrained handwritten character recognition using metaclasses of characters. ICIP (2) 2005: 542-545 - [c13]Alessandro Lameiras Koerich, Cleverson Poitevin:
Combination of homogeneous classifiers for musical genre classification. SMC 2005: 554-559 - 2004
- [c12]Alessandro L. Koerich, Robert Sabourin, Ching Y. Suen:
Fast two-level HMM decoding algorithm for large vocabulary handwriting recognition. IWFHR 2004: 232-237 - [c11]Alessandro L. Koerich:
Rejection strategies for handwritten word recognition. IWFHR 2004: 479-484 - [c10]Carlos Humberto Lopes Costa, Jaime Dalla Valle, Alessandro L. Koerich:
Automatic classification of audio data. SMC (1) 2004: 562-567 - 2003
- [j3]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): 126-144 (2003) - [j2]Alessandro L. Koerich, Robert Sabourin, Ching Y. Suen:
Large vocabulary off-line handwriting recognition: A survey. Pattern Anal. Appl. 6(2): 97-121 (2003) - [c9]Alessandro L. Koerich:
Improving classification performance using metaclasses. SMC 2003: 717-722 - 2002
- [c8]Alessandro L. Koerich, Robert Sabourin, Ching Y. Suen:
Fast two-level Viterbi search algorithm for unconstrained handwriting recognition. ICASSP 2002: 3537-3540 - [c7]Alessandro L. Koerich, Yann Leydier, Robert Sabourin, Ching Y. Suen:
A hybrid large vocabulary handwritten word recognition system using neural networks with hidden Markov models. IWFHR 2002: 99-104 - 2001
- [c6]Alessandro L. Koerich, Robert Sabourin, Ching Y. Suen:
A Time-Length Constrained Level Building Algorithm for Large Vocabulary Handwritten Word Recognition. ICAPR 2001: 127-136 - [c5]Alessandro L. Koerich, Robert Sabourin, Ching Y. Suen:
A Distributed Scheme for Lexicon-Driven Handwritten Word Recognition and its Application to Large Vocabulary Problems. ICDAR 2001: 660-664
1990 – 1999
- 1999
- [c4]Alessandro L. Koerich, Luan Ling Lee:
Automatic Storage, Retrieval, and Visualization of Bank Check Images. ICDAR 1999: 111-114 - 1998
- [c3]Alessandro L. Koerich, Lee Luan Ling:
A system for automatic extraction of the user-entered data from bankchecks. SIBGRAPI 1998: 270-277 - 1997
- [j1]Luan Ling Lee, Miguel Gustavo Lizárraga, Natanael Rodrigues Gomes, Alessandro L. Koerich:
A Prototype for Brazilian Bankcheck Recognition. Int. J. Pattern Recognit. Artif. Intell. 11(4): 549-569 (1997) - [c2]Alessandro L. Koerich, Luan Ling Lee:
Automatic Extraction of Filled-in Information from Bankchecks Based on Prior Knowledge about Layout Structure. BSDIA 1997: 322-333 - [c1]Alessandro L. Koerich, Luan Ling Lee:
Compression of bank cheque images based on layout knowledge. ICASSP 1997: 3185-3188
Coauthor Index
Muhammad Haseeb Aslam
aka: Haseeb Aslam
aka: Haseeb Aslam
[j34] [c74] [c73] [i58] [i57] [i56] [i55] [i50] [j31] [i49] [j30] [c68] [c67] [i44] [i42] [i41] [i40] [i39] [c62] [c61] [c60] [i32] [i31] [i29] [j19] [c59] [c58] [c57] [c56] [c55] [i21] [i20] [i16] [i15] [i14] [i13] [i12] [i8] [i7] [i3] [c53] [c52] [c51] [c50] [c49] [i1] [j18] [j17] [c46] [c45] [c43] [j15] [j14] [c40] [c35] [j12] [j11] [c31] [c29] [c27] [j6] [j5] [c20] [c19] [c18]
Mohammad Esmaeilpour
aka: Mohammad Esmailpour
aka: Mohammad Esmailpour
Celso A. A. Kaestner
aka: Celso Antônio Alves Kaestner
aka: Celso Antônio Alves Kaestner
Luiz Eduardo Soares de Oliveira
aka: Luiz S. Oliveira
aka: Luiz E. Soares de Oliveira
aka: Luiz E. S. Oliveira
aka: Luiz S. Oliveira
aka: Luiz E. Soares de Oliveira
aka: Luiz E. S. Oliveira
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