Bernardo B. Gatto

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 28

Top Topics

Image Classification

Grassmann Manifold

Fukunaga Koontz

Mutual Subspace Method

Top Venues

Publications

Lincon S. Souza, Naoya Sogi, Bernardo B. Gatto, Takumi Kobayashi, Kazuhiro Fukui
Grassmannian learning mutual subspace method for image set recognition. Neurocomputing 517 (2023)
Bojan Batalo, Lincon S. Souza, Bernardo B. Gatto, Naoya Sogi, Kazuhiro Fukui
Analysis of Temporal Tensor Datasets on Product Grassmann Manifold. CVPR Workshops (2022)
Bernardo B. Gatto, Eulanda M. dos Santos, Waldir S. S. Júnior
Pattern-set Representations using Linear, Shallow and Tensor Subspaces. CLEI Electron. J. 25 (1) (2022)
Bernardo B. Gatto, Eulanda M. dos Santos, Marco A. F. Molinetti, Kazuhiro Fukui
Multilinear clustering via tensor Fukunaga-Koontz transform with Fisher eigenspectrum regularization. Appl. Soft Comput. 113 (Part) (2021)
Bernardo B. Gatto, Eulanda Miranda dos Santos, Kazuhiro Fukui, Waldir S. S. Junior, Kenny V. dos Santos
Correction to: Fukunaga-Koontz Convolutional Network with Applications on Character Classification. Neural Process. Lett. 53 (1) (2021)
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)
Lincon S. Souza, Naoya Sogi, Bernardo B. Gatto, Takumi Kobayashi, Kazuhiro Fukui
Grassmannian learning mutual subspace method for image set recognition. CoRR (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)
Lincon S. Souza, Naoya Sogi, Bernardo B. Gatto, Takumi Kobayashi, Kazuhiro Fukui
An Interface between Grassmann manifolds and vector spaces. CVPR Workshops (2020)
Lincon Sales de Souza, Bernardo B. Gatto, Jing-Hao Xue, Kazuhiro Fukui
Enhanced Grassmann discriminant analysis with randomized time warping for motion recognition. Pattern Recognit. 97 (2020)
Naoya Sogi, Lincon S. Souza, Bernardo B. Gatto, Kazuhiro Fukui
Metric Learning with A-based Scalar Product for Image-set Recognition. CVPR Workshops (2020)
Bernardo B. Gatto, Eulanda Miranda dos Santos, Juan Gabriel Colonna, Naoya Sogi, Lincon S. Souza, Kazuhiro Fukui
Discriminative Singular Spectrum Analysis for Bioacoustic Classification. INTERSPEECH (2020)
Bernardo B. Gatto, Lincon Sales de Souza, Eulanda Miranda dos Santos, Kazuhiro Fukui, Waldir Sabino da Silva Jr., Kenny V. dos Santos
A semi-supervised convolutional neural network based on subspace representation for image classification. EURASIP J. Image Video Process. 2020 (1) (2020)
Bernardo B. Gatto, Eulanda Miranda dos Santos, Kazuhiro Fukui, Waldir S. S. Junior, Kenny V. dos Santos
Fukunaga-Koontz Convolutional Network with Applications on Character Classification. Neural Process. Lett. 52 (1) (2020)
Lincon Sales de Souza, Bernardo B. Gatto, Kazuhiro Fukui
Classification of Bioacoustic Signals with Tangent Singular Spectrum Analysis. ICASSP (2019)
Bernardo B. Gatto, Marco A. F. Mollinetti, Eulanda Miranda dos Santos, Kazuhiro Fukui
Tensor Fukunaga-Koontz Transform for Hierarchical Clustering. BRACIS (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)
Erica K. Shimomoto, Lincon Sales de Souza, Bernardo B. Gatto, Kazuhiro Fukui
News2meme: An Automatic Content Generator from News Based on Word Subspaces from Text and Image. MVA (2019)
Erica K. Shimomoto, Lincon Sales de Souza, Bernardo B. Gatto, Kazuhiro Fukui
Text Classification Based On Word Subspace With Term-Frequency. IJCNN (2018)
Erica K. Shimomoto, Lincon Sales de Souza, Bernardo B. Gatto, Kazuhiro Fukui
Text Classification based on Word Subspace with Term-Frequency. CoRR (2018)
Lincon Sales de Souza, Bernardo B. Gatto, Kazuhiro Fukui
Grassmann Singular Spectrum Analysis for Bioacoustics Classification. ICASSP (2018)
Bernardo B. Gatto, Juan Gabriel Colonna, Eulanda Miranda dos Santos, Eduardo Freire Nakamura
Mutual singular spectrum analysis for bioacoustics classification. MLSP (2017)
Bernardo B. Gatto, Anna Bogdanova, Lincon Sales de Souza, Eulanda Miranda dos Santos
Hankel subspace method for efficient gesture representation. MLSP (2017)
Bernardo B. Gatto, Eulanda Miranda dos Santos
Discriminative canonical correlation analysis network for image classification. ICIP (2017)
Bernardo B. Gatto, Eulanda Miranda dos Santos
Image-Set Matching by Two Dimensional Generalized Mutual Subspace Method. BRACIS (2016)
Juan Gabriel Colonna, Bernardo B. Gatto, Eulanda Miranda dos Santos, Eduardo Freire Nakamura
A Framework for Chainsaw Detection Using One-Class Kernel and Wireless Acoustic Sensor Networks into the Amazon Rainforest. MDM (Workshops) (2016)
Bernardo B. Gatto, Waldir Sabino da Silva Jr., Eulanda Miranda dos Santos
Kernel Two Dimensional Subspace for Image Set Classification. ICTAI (2016)
Juan Gabriel Colonna, Bernardo B. Gatto, Eduardo Freire Nakamura, Eulanda Miranda dos Santos
Poster Abstract: A Framework for Chainsaw Detection Using One-Class and WSNs. IPSN (2016)