Bernardo B. Gatto

31 papers A 1B 3Misc 3Journal 12Unranked 12
YearRankTypeTitle / Venue / Authors
2024 — conf
A Novel Genetic Algorithm Approach for Discriminative Subspace Optimization.
BRACIS (1)
Bernardo B. Gatto, Marco A. F. Mollinetti, Eulanda M. dos Santos, Alessandro L. Koerich, Waldir Sabino da Silva Júnior
2024 — conf
Complex-Valued Embedding on Grassmann Manifolds for Pattern Set Representation.
SIBGRAPI
Bernardo B. Gatto, Juan Gabriel Colonna
2024 — conf
Detection of Elderly Falls in Video Streams Using Skeleton Key Points and Transformer Networks.
SIBGRAPI
Matteo Reis, Yunevda E. León Rojas, Bernardo B. Gatto, Juan Gabriel Colonna
2023 J jnl
Grassmannian learning mutual subspace method for image set recognition.
Neurocomputing
Lincon S. Souza, Naoya Sogi, Bernardo B. Gatto, Takumi Kobayashi, Kazuhiro Fukui
2022 — conf
Analysis of Temporal Tensor Datasets on Product Grassmann Manifold.
CVPR Workshops
Bojan Batalo, Lincon S. Souza, Bernardo B. Gatto, Naoya Sogi, Kazuhiro Fukui
2022 J jnl
Pattern-set Representations using Linear, Shallow and Tensor Subspaces.
CLEI Electron. J.
Bernardo B. Gatto, Eulanda M. dos Santos, Waldir S. S. Júnior
2021 J jnl
Correction to: Fukunaga-Koontz Convolutional Network with Applications on Character Classification.
Neural Process. Lett.
Bernardo B. Gatto, Eulanda Miranda dos Santos, Kazuhiro Fukui, Waldir S. S. Júnior, Kenny V. dos Santos
2021 J jnl
Discriminative Singular Spectrum Classifier with Applications on Bioacoustic Signal Recognition.
CoRR
Bernardo B. Gatto, Juan Gabriel Colonna, Eulanda Miranda dos Santos, Alessandro L. Koerich, Kazuhiro Fukui
2021 J jnl
Grassmannian learning mutual subspace method for image set recognition.
CoRR
Lincon Sales de Souza, Naoya Sogi, Bernardo B. Gatto, Takumi Kobayashi, Kazuhiro Fukui
2021 J jnl
Multilinear clustering via tensor Fukunaga-Koontz transform with Fisher eigenspectrum regularization.
Appl. Soft Comput.
Bernardo B. Gatto, Eulanda M. dos Santos, Marco A. F. Molinetti, Kazuhiro Fukui
2021 J jnl
Tensor analysis with n-mode generalized difference subspace.
Expert Syst. Appl.
Bernardo B. Gatto, Eulanda Miranda dos Santos, Alessandro L. Koerich, Kazuhiro Fukui, Waldir S. S. Júnior
2020 J jnl
A semi-supervised convolutional neural network based on subspace representation for image classification.
EURASIP J. Image Video Process.
Bernardo B. Gatto, Lincon Sales de Souza, Eulanda Miranda dos Santos, Kazuhiro Fukui, Waldir S. S. Júnior, Kenny V. dos Santos
2020 — conf
An Interface between Grassmann manifolds and vector spaces.
CVPR Workshops
Lincon Sales de Souza, Naoya Sogi, Bernardo B. Gatto, Takumi Kobayashi, Kazuhiro Fukui
2020 A conf
Discriminative Singular Spectrum Analysis for Bioacoustic Classification.
INTERSPEECH
Bernardo B. Gatto, Eulanda Miranda dos Santos, Juan Gabriel Colonna, Naoya Sogi, Lincon Sales de Souza, Kazuhiro Fukui
2020 J jnl
Enhanced Grassmann discriminant analysis with randomized time warping for motion recognition.
Pattern Recognit.
Lincon Sales de Souza, Bernardo B. Gatto, Jing-Hao Xue, Kazuhiro Fukui
2020 J jnl
Fukunaga-Koontz Convolutional Network with Applications on Character Classification.
Neural Process. Lett.
Bernardo B. Gatto, Eulanda Miranda dos Santos, Kazuhiro Fukui, Waldir S. S. Júnior, Kenny V. dos Santos
2020 — conf
Metric Learning with A-based Scalar Product for Image-set Recognition.
CVPR Workshops
Naoya Sogi, Lincon Sales de Souza, Bernardo B. Gatto, Kazuhiro Fukui
2019 Misc conf
Classification of Bioacoustic Signals with Tangent Singular Spectrum Analysis.
ICASSP
Lincon Sales de Souza, Bernardo B. Gatto, Kazuhiro Fukui
2019 Misc conf
News2meme: An Automatic Content Generator from News Based on Word Subspaces from Text and Image.
MVA
Erica K. Shimomoto, Lincon Sales de Souza, Bernardo B. Gatto, Kazuhiro Fukui
2019 J jnl
Tensor Analysis with n-Mode Generalized Difference Subspace.
CoRR
Bernardo B. Gatto, Eulanda Miranda dos Santos, Alessandro L. Koerich, Kazuhiro Fukui, Waldir S. S. Júnior
2019 — conf
Tensor Fukunaga-Koontz Transform for Hierarchical Clustering.
BRACIS
Bernardo B. Gatto, Marco A. F. Mollinetti, Eulanda Miranda dos Santos, Kazuhiro Fukui
2018 Misc conf
Grassmann Singular Spectrum Analysis for Bioacoustics Classification.
ICASSP
Lincon Sales de Souza, Bernardo B. Gatto, Kazuhiro Fukui
2018 B conf
Text Classification Based On Word Subspace With Term-Frequency.
IJCNN
Erica K. Shimomoto, Lincon Sales de Souza, Bernardo B. Gatto, Kazuhiro Fukui
2018 J jnl
Text Classification based on Word Subspace with Term-Frequency.
CoRR
Erica K. Shimomoto, Lincon Sales de Souza, Bernardo B. Gatto, Kazuhiro Fukui
2017 B conf
Discriminative canonical correlation analysis network for image classification.
ICIP
Bernardo B. Gatto, Eulanda Miranda dos Santos
2017 — conf
Hankel subspace method for efficient gesture representation.
MLSP
Bernardo B. Gatto, Anna Bogdanova, Lincon Sales de Souza, Eulanda Miranda dos Santos
2017 — conf
Mutual singular spectrum analysis for bioacoustics classification.
MLSP
Bernardo B. Gatto, Juan Gabriel Colonna, Eulanda Miranda dos Santos, Eduardo Freire Nakamura
2016 — conf
A Framework for Chainsaw Detection Using One-Class Kernel and Wireless Acoustic Sensor Networks into the Amazon Rainforest.
MDM (Workshops)
Juan Gabriel Colonna, Bernardo B. Gatto, Eulanda Miranda dos Santos, Eduardo Freire Nakamura
2016 — conf
Image-Set Matching by Two Dimensional Generalized Mutual Subspace Method.
BRACIS
Bernardo B. Gatto, Eulanda Miranda dos Santos
2016 B conf
Kernel Two Dimensional Subspace for Image Set Classification.
ICTAI
Bernardo B. Gatto, Waldir Sabino da Silva Jr., Eulanda Miranda dos Santos
2016 — conf
Poster Abstract: A Framework for Chainsaw Detection Using One-Class and WSNs.
IPSN
Juan Gabriel Colonna, Bernardo B. Gatto, Eduardo Freire Nakamura, Eulanda Miranda dos Santos