Follow
MATHEUS GUTOSKI
MATHEUS GUTOSKI
Verified email at alunos.utfpr.edu.br
Title
Cited by
Cited by
Year
Detection of video anomalies using convolutional autoencoders and one-class support vector machines
M Gutoski, NMR Aquino, M Ribeiro, E Lazzaretti, HS Lopes
XIII Brazilian congress on computational intelligence 2017, 2017
362017
The effect of data augmentation on the performance of convolutional neural networks
NR Aquino, M Gutoski, LT Hattori, HS Lopes
Braz. Soc. Comput. Intell, 2017
352017
Classification of weeds and crops at the pixel-level using convolutional neural networks and data augmentation
A Brilhador, M Gutoski, LT Hattori, A de Souza Inácio, AE Lazzaretti, ...
2019 IEEE latin american conference on computational intelligence (LA-CCI), 1-6, 2019
312019
A clustering-based deep autoencoder for one-class image classification
M Gutoski, M Ribeiro, NMR Aquino, AE Lazzaretti, HS Lopes
2017 IEEE Latin American conference on computational intelligence (LA-CCI), 1-6, 2017
252017
Deep metric learning for open-set human action recognition in videos
M Gutoski, AE Lazzaretti, HS Lopes
Neural Computing and Applications 33 (4), 1207-1220, 2021
192021
One-class classification in images and videos using a convolutional autoencoder with compact embedding
M Ribeiro, M Gutoski, AE Lazzaretti, HS Lopes
IEEE Access 8, 86520-86535, 2020
182020
A comparative study of transfer learning approaches for video anomaly detection
M Gutoski, M Ribeiro, LT Hattori, M Romero, AE Lazzaretti, HS Lopes
International Journal of Pattern Recognition and Artificial Intelligence 35 …, 2021
102021
OSVidCap: A framework for the simultaneous recognition and description of concurrent actions in videos in an open-set scenario
ADS Inácio, M Gutoski, AE Lazzaretti, HS Lopes
IEEE Access 9, 137029-137041, 2021
62021
A comparative study for open set semantic segmentation methods
A Brilhador, M Gutoski, AE Lazzaretti, HS Lopes
SBIC, 1-8, 2021
62021
A novel approach to protein folding prediction based on long short-term memory networks: a preliminary investigation and analysis
LT Hattori, CMV Benitez, M Gutoski, NMR Aquino, HS Lopes
2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018
62018
Patch-Based Convolutional Neural Network for the Writer Classification Problem in Music Score Images
LT Hattori, M Gutoski, MR Aquino, HS Lopes
Proceedings of XIII Brazilian Congress on Computational Intelligence, 1-6, 2017
52017
Soft biometrics classification in videos using transfer learning and bidirectional long short-term memory networks
M Romero, M Gutoski, LT Hattori, M Ribeiro, HS Lopes
Learning and Nonlinear Models 18 (1), 47-59, 2020
42020
Incremental human action recognition with dual memory
M Gutoski, AE Lazzaretti, HS Lopes
Image and Vision Computing 116, 104313, 2021
32021
A study of the influence of data complexity and similarity on soft biometrics classification performance in a transfer learning scenario
M Romero, M Gutoski, LT Hattori, M Ribeiro, HS Lopes
Learning and Nonlinear Models 18 (2), 56-65, 2020
32020
Learning and transfer of feature extractors for automatic anomaly detection in surveillance videos
M Gutoski
Universidade Tecnológica Federal do Paraná, 2018
32018
Feature selection using differential evolution for unsupervised image clustering
M Gutoski, M Ribeiro, NMR Aquino, LT Hattori, AE Lazzaretti, HS Lopes
Artificial Intelligence and Soft Computing: 17th International Conference …, 2018
32018
Deep Learning for Brazilian Car Make and Model Recognition
L Albini, M Gutoski, HS Lopes
IEEE. Issue January, 2020
22020
A Framework for Analyzing Book Covers and Co-purchases using Object Detection and Data Mining Methods
BCS Berno, AC Gabardo, LT Hattori, M Gutoski, A de Souza Inácio, ...
2019 IEEE Latin American Conference on Computational Intelligence (LA-CCI), 1-6, 2019
22019
Unsupervised open-world human action recognition
M Gutoski, AE Lazzaretti, HS Lopes
Pattern Analysis and Applications 26 (4), 1753-1770, 2023
12023
A benchmark of optimally folded protein structures using integer programming and the 3D-HP-SC model
LT Hattori, M Gutoski, CMV Benítez, LF Nunes, HS Lopes
Computational Biology and Chemistry 84, 107192, 2020
12020
The system can't perform the operation now. Try again later.
Articles 1–20