Guilherme Lúcio Abelha Mota

Deforestation Detection in the Amazon Using DeepLabv3+ Semantic Segmentation Model Variants

Renan Bides de Andrade, Guilherme Lúcio Abelha Mota, Gilson Alexandre Ostwald Pedro da Costa · Remote Sensing · 2022 · 36 citations · Full text

Convolutional Neural Network, Engineering, Forest Biometrics +22

Deep learning semantic segmentation of opaque and non-opaque minerals from epoxy resin in reflected light microscopy images

Michel Pedro Filippo, Otávio da Fonseca Martins Gomes, Gilson Alexandre Ostwald Pedro da Costa et al. · Minerals Engineering · 2021 · 33 citations

Convolutional Neural Network, Image Analysis, Engineering +9

Multitemporal fuzzy classification model based on class transition possibilities

Guilherme Lúcio Abelha Mota, Raul Queiroz Feitosa, H. L. C. Coutinho et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2007 · 22 citations

Class Transition Possibilities, Fuzzy Logic, Engineering +8

Cascade multitemporal classification based on fuzzy Markov chains

Raul Queiroz Feitosa, Gilson Alexandre Ostwald Pedro da Costa, Guilherme Lúcio Abelha Mota et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2008 · 21 citations

Classification Method, Fuzzy Logic, Engineering +10

EVALUATION OF SEMANTIC SEGMENTATION METHODS FOR DEFORESTATION DETECTION IN THE AMAZON

Rafael Barreto de Andrade, Gilson Alexandre Ostwald Pedro da Costa, Guilherme Lúcio Abelha Mota et al. · ˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences · 2020 · 21 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +21