Alessandro Lameiras Koerich
Alessandro Lameiras Koerich
ÉTS Montréal - University of Québec, LIVIA, REPARTI
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End-to-End Environmental Sound Classification using a 1D Convolutional Neural Network
S Abdoli, P Cardinal, AL Koerich
Expert Systems with Applications 136, 252-263, 2019
PKLot–A robust dataset for parking lot classification
PRL De Almeida, LS Oliveira, AS Britto Jr, EJ Silva Jr, AL Koerich
Expert Systems with Applications 42 (11), 4937-4949, 2015
Large vocabulary off-line handwriting recognition: A survey
AL Koerich, R Sabourin, CY Suen
Pattern Analysis & Applications 6, 97-121, 2003
Music genre classification using LBP textural features
YMG Costa, LS Oliveira, AL Koerich, F Gouyon, JG Martins
Signal Processing 92 (11), 2723-2737, 2012
The 9th annual MLSP competition: New methods for acoustic classification of multiple simultaneous bird species in a noisy environment
F Briggs, Y Huang, R Raich, K Eftaxias, Z Lei, W Cukierski, SF Hadley, ...
2013 IEEE international workshop on machine learning for signal processing …, 2013
Fusion of feature sets and classifiers for facial expression recognition
THH Zavaschi, AS Britto Jr, LES Oliveira, AL Koerich
Expert Systems with Applications 40 (2), 646-655, 2013
The Latin Music Database
CN Silla Jr, AL Koerich, CAA Kaestner
International Society for Music Information Retrieval Conference (ISMIR …, 2008
Music genre recognition using spectrograms
YMG Costa, LS Oliveira, AL Koerich, F Gouyon
18th International Conference on Systems, Signals and Image Processing, 1-4, 2011
Recognition and verification of unconstrained handwritten words
AL Koerich, R Sabourin, CY Suen
IEEE Transactions on Pattern Analysis and Machine Intelligence 27 (10), 1509 …, 2005
A machine learning approach to automatic music genre classification
CN Silla, AL Koerich, CAA Kaestner
Journal of the Brazilian Computer Society 14, 7-18, 2008
Automatic music genre classification using ensemble of classifiers
CN Silla Jr, CAA Kaestner, AL Koerich
IEEE International Conference on Systems, Man and Cybernetics, 1687-1692, 2007
A Robust Approach for Securing Audio Classification Against Adversarial Attacks
M Esmaeilpour, P Cardinal, AL Koerich
IEEE Transactions on Information Forensics and Security 15, 2147-2159, 2020
On the suitability of state-of-the-art music information retrieval methods for analyzing, categorizing and accessing non-western and ethnic music collections
T Lidy, CN Silla Jr, O Cornelis, F Gouyon, A Rauber, CAA Kaestner, ...
Signal Processing 90 (4), 1032-1048, 2010
Machine Learning Methods for Histopathological Image Analysis: A Review
J de Matos, STM Ataky, AS Britto Jr., LES Oliveira, AL Koerich
Electronics 10 (5), 562, 2021
A Flexible Hierarchical Approach For Facial Age Estimation Based on Multiple Features
JK Pontes, AS Britto, C Fookes, AL Koerich
Pattern Recognition 54, 34-51, 2016
Automatic bird species identification for large number of species
MT Lopes, LL Gioppo, TT Higushi, CAA Kaestner, CN Silla Jr, AL Koerich
IEEE International Symposium on Multimedia, 117-122, 2011
Combining different biometric traits with one-class classification
C Bergamini, LS Oliveira, AL Koerich, R Sabourin
Signal processing 89 (11), 2117-2127, 2009
Multimodal Fusion with Deep Neural Networks for Audio-Video Emotion Recognition
JDS Ortega, M Senoussaoui, E Granger, M Pedersoli, P Cardinal, ...
arXiv preprint arXiv:1907.03196, 2018
A Joint Cross-Attention Model for Audio-Visual Fusion in Dimensional Emotion Recognition
RG Praveen, WC de Melo, N Ullah, H Aslam, O Zeeshan, T Denorme, ...
IEEE/CVF CVPR, 2486-2495, 2022
Facial Expression Recognition Using a Pairwise Feature Selection and Classification Approach
MJ Cossetin, JC Nievola, AL Koerich
IEEE International Joint Conference on Neural Networks (IJCNN), 5149-5155, 2016
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