Pablo Pozzobon de

Change Detection of Deforestation in the Brazilian Amazon Using Landsat Data and Convolutional Neural Networks

Pablo Pozzobon de, Osmar Abílio de Carvalho Júnior, Renato Fontes Guimarães et al. · Remote Sensing · 2020 · 275 citations · Full text

Convolutional Neural Network, Precision Agriculture, Engineering +30

Predicting wildfire vulnerability using logistic regression and artificial neural networks: a case study in Brazil’s Federal District

Pablo Pozzobon de, Osmar Abílio de Carvalho Júnior, Eraldo Aparecido Trondoli Matricardi et al. · International Journal of Wildland Fire · 2018 · 65 citations

Deep Semantic Segmentation of Center Pivot Irrigation Systems from Remotely Sensed Data

Anesmar Olino de Albuquerque, Osmar Abílio de Carvalho Júnior, Osmar Luiz Ferreira de Carvalho et al. · Remote Sensing · 2020 · 59 citations · Full text

Remote Sensing Images, Convolutional Neural Network, Precision Agriculture +22

Performance Analysis of Deep Convolutional Autoencoders with Different Patch Sizes for Change Detection from Burnt Areas

Pablo Pozzobon de, Osmar Abílio de Carvalho Júnior · Remote Sensing · 2020 · 40 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +20

Irrigated rice crop identification in Southern Brazil using convolutional neural networks and Sentinel-1 time series

Pablo Pozzobon de, Osmar Abílio de Carvalho Júnior · Remote Sensing Applications Society and Environment · 2021 · 34 citations

Convolutional Neural Network, Precision Agriculture, Engineering +10