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ORCIDAlessandro L. Koerich
- > Home > Persons > Alessandro L. Koerich
Publications
- 2024
[c75]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- [c74]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 - [c73]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 - [i57]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) - [i56]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) - [i55]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) - [i54]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) - [i53]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) - [i52]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) - [i51]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) - [i50]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) - 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. Junior:
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 - [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) - 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) - 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. Junior:
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
- [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 - [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 - 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 - 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 - [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) - 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 - 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
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