Matheus Gutoski

Detection of Video Anomalies Using Convolutional Autoencoders and One-Class Support Vector Machines

Matheus Gutoski, Marcelo Romero, Manassés Ribeiro et al. · 2018 · 29 citations

Anomaly Detection, Machine Vision, Machine Learning +7

Classification of Weeds and Crops at the Pixel-Level Using Convolutional Neural Networks and Data Augmentation

Anderson Brilhador, Matheus Gutoski, Leandro Takeshi Hattori et al. · 2019 · 29 citations

Convolutional Neural Network, Precision Agriculture, Engineering +22

Deep metric learning for open-set human action recognition in videos

Matheus Gutoski, André Eugênio Lazzaretti, Heitor Silvério Lopes · Neural Computing and Applications · 2020 · 29 citations

Image Analysis, Machine Vision, Data Science +10

The Effect of Data Augmentation on the Performance of Convolutional Neural Networks

Nelson Romero, Matheus Gutoski, Leandro Takeshi Hattori et al. · 2018 · 25 citations

Data Augmentation, Convolutional Neural Network, Engineering +9

A clustering-based deep autoencoder for one-class image classification

Matheus Gutoski, Manassés Ribeiro, Marcelo Romero et al. · 2017 · 15 citations

Image Classification, Image Analysis, Machine Learning +15