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ORCIDBernardo Bentes Gatto
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2020 – today
- 2024
[c24]Bernardo B. Gatto, Juan Gabriel Colonna:
Complex-Valued Embedding on Grassmann Manifolds for Pattern Set Representation. SIBGRAPI 2024: 1-6- [c23]Matteo Reis, Yunevda E. León Rojas, Bernardo B. Gatto, Juan Gabriel Colonna:
Detection of Elderly Falls in Video Streams Using Skeleton Key Points and Transformer Networks. SIBGRAPI 2024: 1-6 - 2023
- [j10]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) - [j9]Lincon S. Souza, Naoya Sogi, Bernardo B. Gatto, Takumi Kobayashi, Kazuhiro Fukui:
Grassmannian learning mutual subspace method for image set recognition. Neurocomputing 517: 20-33 (2023) - 2022
- [j8]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) - [c22]Bojan Batalo, Lincon S. Souza, Bernardo B. Gatto, Naoya Sogi, Kazuhiro Fukui:
Analysis of Temporal Tensor Datasets on Product Grassmann Manifold. CVPR Workshops 2022: 4868-4876 - 2021
- [j7]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): 107899 (2021) - [j6]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) - [j5]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): 863 (2021) - [c21]Marco Antônio Florenzano Mollinetti, Bernardo Bentes Gatto, Otávio Noura Teixeira:
An Augmented Lagrangian Artificial Bee Colony with Deterministic Variable Selection for Constrained Optimization. IBICA 2021: 239-250 - [i4]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) - [i3]Lincon Sales de Souza, Naoya Sogi, Bernardo B. Gatto, Takumi Kobayashi, Kazuhiro Fukui:
Grassmannian learning mutual subspace method for image set recognition. CoRR abs/2111.04352 (2021) - 2020
- [j4]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): 22 (2020) - [j3]Marco Antônio Florenzano Mollinetti, Bernardo Bentes Gatto, Mario Tasso Ribeiro Serra Neto, Takahito Kuno:
A-DVM: A Self-Adaptive Variable Matrix Decision Variable Selection Scheme for Multimodal Problems. Entropy 22(9): 1004 (2020) - [j2]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): 443-465 (2020) - [j1]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) - [c20]Lincon Sales de Souza, Naoya Sogi, Bernardo B. Gatto, Takumi Kobayashi, Kazuhiro Fukui:
An Interface between Grassmann manifolds and vector spaces. CVPR Workshops 2020: 3695-3704 - [c19]Naoya Sogi, Lincon Sales de Souza, Bernardo B. Gatto, Kazuhiro Fukui:
Metric Learning with A-based Scalar Product for Image-set Recognition. CVPR Workshops 2020: 3715-3724 - [c18]Bernardo B. Gatto, Eulanda Miranda dos Santos, Juan Gabriel Colonna, Naoya Sogi, Lincon Sales de Souza, Kazuhiro Fukui:
Discriminative Singular Spectrum Analysis for Bioacoustic Classification. INTERSPEECH 2020: 2887-2891
2010 – 2019
- 2019
- [c17]Bernardo B. Gatto, Marco A. F. Mollinetti, Eulanda Miranda dos Santos, Kazuhiro Fukui:
Tensor Fukunaga-Koontz Transform for Hierarchical Clustering. BRACIS 2019: 150-155 - [c16]Lincon Sales de Souza, Bernardo B. Gatto, Kazuhiro Fukui:
Classification of Bioacoustic Signals with Tangent Singular Spectrum Analysis. ICASSP 2019: 351-355 - [c15]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: 1-6 - [i2]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) - 2018
- [c14]Lincon Sales de Souza, Bernardo B. Gatto, Kazuhiro Fukui:
Grassmann Singular Spectrum Analysis for Bioacoustics Classification. ICASSP 2018: 256-260 - [c13]Erica K. Shimomoto, Lincon Sales de Souza, Bernardo B. Gatto, Kazuhiro Fukui:
Text Classification Based On Word Subspace With Term-Frequency. IJCNN 2018: 1-8 - [i1]Erica K. Shimomoto, Lincon Sales de Souza, Bernardo B. Gatto, Kazuhiro Fukui:
Text Classification based on Word Subspace with Term-Frequency. CoRR abs/1806.03125 (2018) - 2017
- [c12]Michel Marialva Yvano, Bernardo Bentes Gatto, Eulanda Miranda dos Santos:
A Method to Detect Boats in Images of the Amazonian Rivers. BRACIS 2017: 264-269 - [c11]Bernardo Bentes Gatto, Eulanda Miranda dos Santos, Kazuhiro Fukui:
Subspace-Based Convolutional Network for Handwritten Character Recognition. ICDAR 2017: 1044-1049 - [c10]Bernardo B. Gatto, Eulanda Miranda dos Santos:
Discriminative canonical correlation analysis network for image classification. ICIP 2017: 4487-4491 - [c9]Bernardo B. Gatto, Anna Bogdanova, Lincon Sales de Souza, Eulanda Miranda dos Santos:
Hankel subspace method for efficient gesture representation. MLSP 2017: 1-6 - [c8]Bernardo B. Gatto, Juan Gabriel Colonna, Eulanda Miranda dos Santos, Eduardo Freire Nakamura:
Mutual singular spectrum analysis for bioacoustics classification. MLSP 2017: 1-6 - [c7]Lincon Sales de Souza, Bernardo Bentes Gatto, Kazuhiro Fukui:
Enhancing discriminability of randomized time warping for motion recognition. MVA 2017: 77-80 - [c6]Bernardo Bentes Gatto, Lincon Sales de Souza, Eulanda Miranda dos Santos:
A deep network model based on subspaces: A novel approach for image classification. MVA 2017: 436-439 - [c5]Bernardo Bentes Gatto, Eulanda Miranda dos Santos, Waldir Sabino da Silva Jr.:
Orthogonal Hankel Subspaces for Applications in Gesture Recognition. SIBGRAPI 2017: 429-435 - 2016
- [c4]Bernardo B. Gatto, Eulanda Miranda dos Santos:
Image-Set Matching by Two Dimensional Generalized Mutual Subspace Method. BRACIS 2016: 133-138 - [c3]Bernardo B. Gatto, Waldir Sabino da Silva Jr., Eulanda Miranda dos Santos:
Kernel Two Dimensional Subspace for Image Set Classification. ICTAI 2016: 1004-1011 - [c2]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: 35:1-35:2 - [c1]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: 34-36
Coauthor Index
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