Image-Set Matching by Two Dimensional Generalized Mutual Subspace Method. - Bernardo B. Gatto; Eulanda Miranda dos Santos (BRACIS, 2016)

Kernel Two Dimensional Subspace for Image Set Classification. - Bernardo B. Gatto; Waldir Sabino da Silva Jr.; Eulanda Miranda dos Santos (ICTAI, 2016)

Poster Abstract: A Framework for Chainsaw Detection Using One-Class and WSNs. - Juan Gabriel Colonna; Bernardo B. Gatto; Eduardo Freire Nakamura; Eulanda Miranda dos Santos (IPSN, 2016)

A Framework for Chainsaw Detection Using One-Class Kernel and Wireless Acoustic Sensor Networks into the Amazon Rainforest. - Juan Gabriel Colonna; Bernardo B. Gatto; Eulanda Miranda dos Santos; Eduardo Freire Nakamura (MDM (Workshops), 2016)

A Method to Detect Boats in Images of the Amazonian Rivers. - Michel Marialva Yvano; Bernardo Bentes Gatto; Eulanda Miranda dos Santos (BRACIS, 2017)

Subspace-Based Convolutional Network for Handwritten Character Recognition. - Bernardo Bentes Gatto; Eulanda Miranda dos Santos; Kazuhiro Fukui (ICDAR, 2017)

Discriminative canonical correlation analysis network for image classification. - Bernardo B. Gatto; Eulanda Miranda dos Santos (ICIP, 2017)

Hankel subspace method for efficient gesture representation. - Bernardo B. Gatto; Anna Bogdanova; Lincon Sales de Souza; Eulanda Miranda dos Santos (MLSP, 2017)

Mutual singular spectrum analysis for bioacoustics classification. - Bernardo B. Gatto; Juan Gabriel Colonna; Eulanda Miranda dos Santos; Eduardo Freire Nakamura (MLSP, 2017)

A deep network model based on subspaces: A novel approach for image classification. - Bernardo Bentes Gatto; Lincon Sales de Souza; Eulanda Miranda dos Santos (MVA, 2017)

Enhancing discriminability of randomized time warping for motion recognition. - Lincon Sales de Souza; Bernardo Bentes Gatto; Kazuhiro Fukui (MVA, 2017)

Orthogonal Hankel Subspaces for Applications in Gesture Recognition. - Bernardo Bentes Gatto; Eulanda Miranda dos Santos; Waldir Sabino da Silva Jr. (SIBGRAPI, 2017)

Grassmann Singular Spectrum Analysis for Bioacoustics Classification. - Lincon Sales de Souza; Bernardo B. Gatto; Kazuhiro Fukui (ICASSP, 2018)

Text Classification Based On Word Subspace With Term-Frequency. - Erica K. Shimomoto; Lincon Sales de Souza; Bernardo B. Gatto; Kazuhiro Fukui (IJCNN, 2018)

Tensor Fukunaga-Koontz Transform for Hierarchical Clustering. - Bernardo B. Gatto; Marco A. F. Mollinetti; Eulanda Miranda dos Santos; Kazuhiro Fukui (BRACIS, 2019)

Classification of Bioacoustic Signals with Tangent Singular Spectrum Analysis. - Lincon Sales de Souza; Bernardo B. Gatto; Kazuhiro Fukui (ICASSP, 2019)

News2meme: An Automatic Content Generator from News Based on Word Subspaces from Text and Image. - Erica K. Shimomoto; Lincon Sales de Souza; Bernardo B. Gatto; Kazuhiro Fukui (MVA, 2019)

Metric Learning with A-based Scalar Product for Image-set Recognition. - Naoya Sogi; Lincon Sales de Souza; Bernardo B. Gatto; Kazuhiro Fukui (CVPR Workshops, 2020)

An Interface between Grassmann manifolds and vector spaces. - Lincon Sales de Souza; Naoya Sogi; Bernardo B. Gatto; Takumi Kobayashi 001; Kazuhiro Fukui (CVPR Workshops, 2020)

Discriminative Singular Spectrum Analysis for Bioacoustic Classification. - Bernardo B. Gatto; Eulanda Miranda dos Santos; Juan Gabriel Colonna; Naoya Sogi; Lincon Sales de Souza; Kazuhiro Fukui (INTERSPEECH, 2020)

A semi-supervised convolutional neural network based on subspace representation for image classification. - Bernardo B. Gatto; Lincon Sales de Souza; Eulanda Miranda dos Santos; Kazuhiro Fukui; Waldir S. S. Júnior; Kenny V. dos Santos (EURASIP J. Image Video Process., 2020)

A-DVM: A Self-Adaptive Variable Matrix Decision Variable Selection Scheme for Multimodal Problems. - Marco Antônio Florenzano Mollinetti; Bernardo Bentes Gatto; Mario Tasso Ribeiro Serra Neto; Takahito Kuno (Entropy, 2020)

Fukunaga-Koontz Convolutional Network with Applications on Character Classification. - Bernardo B. Gatto; Eulanda Miranda dos Santos; Kazuhiro Fukui; Waldir S. S. Júnior; Kenny V. dos Santos (Neural Process. Lett., 2020)

Enhanced Grassmann discriminant analysis with randomized time warping for motion recognition. - Lincon Sales de Souza; Bernardo B. Gatto; Jing-Hao Xue; Kazuhiro Fukui (Pattern Recognit., 2020)

An Augmented Lagrangian Artificial Bee Colony with Deterministic Variable Selection for Constrained Optimization. - Marco Antônio Florenzano Mollinetti; Bernardo Bentes Gatto; Otávio Noura Teixeira (IBICA, 2021)

Multilinear clustering via tensor Fukunaga-Koontz transform with Fisher eigenspectrum regularization. - Bernardo B. Gatto; Eulanda M. dos Santos; Marco A. F. Molinetti; Kazuhiro Fukui (Appl. Soft Comput., 2021)

Tensor analysis with n-mode generalized difference subspace. - Bernardo B. Gatto; Eulanda Miranda dos Santos; Alessandro L. Koerich; Kazuhiro Fukui; Waldir S. S. Júnior (Expert Syst. Appl., 2021)

Correction to: Fukunaga-Koontz Convolutional Network with Applications on Character Classification. - Bernardo B. Gatto; Eulanda Miranda dos Santos; Kazuhiro Fukui; Waldir S. S. Júnior; Kenny V. dos Santos (Neural Process. Lett., 2021)

Analysis of Temporal Tensor Datasets on Product Grassmann Manifold. - Bojan Batalo; Lincon S. Souza; Bernardo B. Gatto; Naoya Sogi; Kazuhiro Fukui (CVPR Workshops, 2022)

Pattern-set Representations using Linear, Shallow and Tensor Subspaces. - Bernardo B. Gatto; Eulanda M. dos Santos; Waldir S. S. Júnior (CLEI Electron. J., 2022)

Grassmannian learning mutual subspace method for image set recognition. - Lincon S. Souza; Naoya Sogi; Bernardo B. Gatto; Takumi Kobayashi 001; Kazuhiro Fukui (Neurocomputing, 2023)

Discriminative Singular Spectrum Classifier with applications on bioacoustic signal recognition. - Bernardo Bentes Gatto; Juan Gabriel Colonna; Eulanda Miranda dos Santos; Alessandro Lameiras Koerich; Kazuhiro Fukui (Digit. Signal Process., 2023)

A Novel Genetic Algorithm Approach for Discriminative Subspace Optimization. - Bernardo B. Gatto; Marco A. F. Mollinetti; Eulanda M. dos Santos; Alessandro L. Koerich; Waldir Sabino da Silva Júnior (BRACIS (1), 2024)

Complex-Valued Embedding on Grassmann Manifolds for Pattern Set Representation. - Bernardo B. Gatto; Juan Gabriel Colonna (SIBGRAPI, 2024)

Detection of Elderly Falls in Video Streams Using Skeleton Key Points and Transformer Networks. - Matteo Reis; Yunevda E. León Rojas; Bernardo B. Gatto; Juan Gabriel Colonna (SIBGRAPI, 2024)