Bernardo Bentes Gatto

According to our database, Bernardo Bentes Gatto authored at least 32 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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., March, 2023

Grassmannian learning mutual subspace method for image set recognition.

Lincon S. Souza, Naoya Sogi, Bernardo B. Gatto, Takumi Kobayashi, Kazuhiro Fukui

Neurocomputing, 2023

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

Analysis of Temporal Tensor Datasets on Product Grassmann Manifold.

Bojan Batalo, Lincon S. Souza, Bernardo B. Gatto, Naoya Sogi, Kazuhiro Fukui

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

Correction to: Fukunaga-Koontz Convolutional Network with Applications on Character Classification.

Bernardo B. Gatto, Eulanda Miranda dos Santos, Kazuhiro Fukui, Waldir S. S. Junior, Kenny V. dos Santos

Neural Process. Lett., 2021

Tensor analysis with n-mode generalized difference subspace.

Bernardo B. Gatto, Eulanda Miranda dos Santos, Alessandro L. Koerich, Kazuhiro Fukui, Waldir S. S. Junior

Expert Syst. Appl., 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

An Augmented Lagrangian Artificial Bee Colony with Deterministic Variable Selection for Constrained Optimization.

Marco Antônio Florenzano Mollinetti, Bernardo Bentes Gatto, Otávio Noura Teixeira

Proceedings of the Innovations in Bio-Inspired Computing and Applications, 2021

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

Fukunaga-Koontz Convolutional Network with Applications on Character Classification.

Bernardo B. Gatto, Eulanda Miranda dos Santos, Kazuhiro Fukui, Waldir S. S. Junior, Kenny V. dos Santos

Neural Process. Lett., 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

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 Sabino da Silva Jr., Kenny V. dos Santos

EURASIP J. Image Video Process., 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

Proceedings of the Interspeech 2020, 2020

An Interface between Grassmann manifolds and vector spaces.

Lincon Sales de Souza, Naoya Sogi, Bernardo B. Gatto, Takumi Kobayashi, Kazuhiro Fukui

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Metric Learning with A-based Scalar Product for Image-set Recognition.

Naoya Sogi, Lincon Sales de Souza, Bernardo B. Gatto, Kazuhiro Fukui

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

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

Proceedings of the 16th International Conference on Machine Vision Applications, 2019

Classification of Bioacoustic Signals with Tangent Singular Spectrum Analysis.

Lincon Sales de Souza, Bernardo B. Gatto, Kazuhiro Fukui

Proceedings of the IEEE International Conference on Acoustics, 2019

Tensor Fukunaga-Koontz Transform for Hierarchical Clustering.

Bernardo B. Gatto, Marco A. F. Mollinetti, Eulanda Miranda dos Santos, Kazuhiro Fukui

Proceedings of the 8th Brazilian Conference on Intelligent Systems, 2019

2018

Text Classification Based On Word Subspace With Term-Frequency.

Erica K. Shimomoto, Lincon Sales de Souza, Bernardo B. Gatto, Kazuhiro Fukui

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Grassmann Singular Spectrum Analysis for Bioacoustics Classification.

Lincon Sales de Souza, Bernardo B. Gatto, Kazuhiro Fukui

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Orthogonal Hankel Subspaces for Applications in Gesture Recognition.

Bernardo Bentes Gatto, Eulanda Miranda dos Santos, Waldir Sabino da Silva Jr.

Proceedings of the 30th SIBGRAPI Conference on Graphics, Patterns and Images, 2017

Enhancing discriminability of randomized time warping for motion recognition.

Lincon Sales de Souza, Bernardo Bentes Gatto, Kazuhiro Fukui

Proceedings of the Fifteenth IAPR International Conference on Machine Vision Applications, 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

Proceedings of the Fifteenth IAPR International Conference on Machine Vision Applications, 2017

Mutual singular spectrum analysis for bioacoustics classification.

Bernardo B. Gatto, Juan Gabriel Colonna, Eulanda Miranda dos Santos, Eduardo Freire Nakamura

Proceedings of the 27th IEEE International Workshop on Machine Learning for Signal Processing, 2017

Hankel subspace method for efficient gesture representation.

Bernardo B. Gatto, Anna Bogdanova, Lincon Sales de Souza, Eulanda Miranda dos Santos

Proceedings of the 27th IEEE International Workshop on Machine Learning for Signal Processing, 2017

Discriminative canonical correlation analysis network for image classification.

Bernardo B. Gatto, Eulanda Miranda dos Santos

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Subspace-Based Convolutional Network for Handwritten Character Recognition.

Bernardo Bentes Gatto, Eulanda Miranda dos Santos, Kazuhiro Fukui

Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

A Method to Detect Boats in Images of the Amazonian Rivers.

Michel Marialva Yvano, Bernardo Bentes Gatto, Eulanda Miranda dos Santos

Proceedings of the 2017 Brazilian Conference on Intelligent Systems, 2017

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

Proceedings of the IEEE 17th International Conference on Mobile Data Management, 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

Proceedings of the 15th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2016

Kernel Two Dimensional Subspace for Image Set Classification.

Bernardo B. Gatto, Waldir Sabino da Silva Jr., Eulanda Miranda dos Santos

Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence, 2016

Image-Set Matching by Two Dimensional Generalized Mutual Subspace Method.

Bernardo B. Gatto, Eulanda Miranda dos Santos

Proceedings of the 5th Brazilian Conference on Intelligent Systems, 2016