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Discriminative Singular Spectrum Classifier with Applications on Bioacoustic Signal Recognition


Mar 18, 2021
Bernardo B. Gatto, Juan G. Colonna, Eulanda M. dos Santos, Alessandro L. Koerich, Kazuhiro Fukui

* 15 pages 

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Self-supervised Deep Reconstruction of Mixed Strip-shredded Text Documents


Jul 01, 2020
Thiago M. Paixão, Rodrigo F. Berriel, Maria C. S. Boeres, Alessandro L. Koerich, Claudine Badue, Alberto F. de Souza, Thiago Oliveira-Santos

* Accepted for publication in Pattern Recognition 

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Two-View Fine-grained Classification of Plant Species


May 18, 2020
Voncarlos M. Araujo, Alceu S. Britto Jr., Luiz E. S. Oliveira, Alessandro L. Koerich

* Submitted to Ecological Informatics 

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Data Augmentation for Histopathological Images Based on Gaussian-Laplacian Pyramid Blending


Jan 31, 2020
Steve Tsham Mpinda Ataky, Jonathan de Matos, Alceu de S. Britto Jr., Luiz E. S. Oliveira, Alessandro L. Koerich

* 8 pages 

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Continuous Emotion Recognition via Deep Convolutional Autoencoder and Support Vector Regressor


Jan 31, 2020
Sevegni Odilon Clement Allognon, Alessandro L. Koerich, Alceu de S. Britto Jr


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Cross-Representation Transferability of Adversarial Perturbations: From Spectrograms to Audio Waveforms


Oct 22, 2019
Karl M. Koerich, Mohammad Esmailpour, Sajjad Abdoli, Alceu S. Britto Jr., Alessandro L. Koerich

* 5 pages 

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Tensor Analysis with n-Mode Generalized Difference Subspace


Sep 04, 2019
Bernardo B. Gatto, Eulanda M. dos Santos, Alessandro L. Koerich, Kazuhiro Fukui, Waldir S. S. Junior

* Submitted to Expert Systems with Applications 

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Universal Adversarial Audio Perturbations


Aug 12, 2019
Sajjad Abdoli, Luiz G. Hafemann, Jerome Rony, Ismail Ben Ayed, Patrick Cardinal, Alessandro L. Koerich


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Style Transfer Applied to Face Liveness Detection with User-Centered Models


Jul 16, 2019
Israel A. Laurensi R., Luciana T. Menon, Manoel Camillo O. Penna N., Alessandro L. Koerich, Alceu S. Britto Jr


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Multimodal Fusion with Deep Neural Networks for Audio-Video Emotion Recognition


Jul 06, 2019
Juan D. S. Ortega, Mohammed Senoussaoui, Eric Granger, Marco Pedersoli, Patrick Cardinal, Alessandro L. Koerich


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Emotion Recognition Using Fusion of Audio and Video Features


Jun 25, 2019
Juan D. S. Ortega, Patrick Cardinal, Alessandro L. Koerich


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Image Retrieval and Pattern Spotting using Siamese Neural Network


Jun 22, 2019
Kelly L. Wiggers, Alceu S. Britto Jr., Laurent Heutte, Alessandro L. Koerich, Luiz S. Oliveira

* Accepted for IJCNN 2019 

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Memory Integrity of CNNs for Cross-Dataset Facial Expression Recognition


May 28, 2019
Dylan C. Tannugi, Alceu S. Britto Jr., Alessandro L. Koerich


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Texture CNN for Histopathological Image Classification


May 28, 2019
Jonathan de Matos, Alceu de S. Britto Jr., Luiz E. S. de Oliveira, Alessandro L. Koerich


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Texture CNN for Thermoelectric Metal Pipe Image Classification


May 28, 2019
Daniel Vriesman, Alessandro Zimmer, Alceu S. Britto Jr., Alessandro L. Koerich


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Histopathologic Image Processing: A Review


Apr 16, 2019
Jonathan de Matos, Alceu de Souza Britto Jr., Luiz E. S. Oliveira, Alessandro L. Koerich


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Double Transfer Learning for Breast Cancer Histopathologic Image Classification


Apr 16, 2019
Jonathan de Matos, Alceu de S. Britto Jr., Luiz E. S. Oliveira, Alessandro L. Koerich


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Unsupervised Feature Learning for Environmental Sound Classification Using Cycle Consistent Generative Adversarial Network


Apr 08, 2019
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro L. Koerich


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People Counting in Crowded and Outdoor Scenes using a Hybrid Multi-Camera Approach


May 08, 2017
Fabio Dittrich, Luiz E. S. de Oliveira, Alceu S. Britto Jr., Alessandro L. Koerich


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