Osmar Luiz Ferreira de Carvalho

Rice Crop Detection Using LSTM, Bi-LSTM, and Machine Learning Models from Sentinel-1 Time Series

Hugo Crisóstomo de Castro Filho, Osmar Abílio de Carvalho Júnior, Osmar Luiz Ferreira de Carvalho et al. · Remote Sensing · 2020 · 193 citations · Full text

Agriculture, Agronomy, Crop Sciences +16

Instance Segmentation for Large, Multi-Channel Remote Sensing Imagery Using Mask-RCNN and a Mosaicking Approach

Osmar Luiz Ferreira de Carvalho, Osmar Luiz Ferreira de Carvalho, Anesmar Olino de Albuquerque et al. · Remote Sensing · 2020 · 90 citations · Full text

Computing, Computer Science, Computer Vision +13

Remote Sensing for Monitoring Photovoltaic Solar Plants in Brazil Using Deep Semantic Segmentation

Marcus Vinícius Coelho Vieira da Costa, Osmar Luiz Ferreira de Carvalho, Osmar Luiz Ferreira de Carvalho et al. · Energies · 2021 · 86 citations · Full text

Computing, Computer Science, Computer Vision +16

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 · 60 citations · Full text

Computing, Precision Agriculture, Computer Vision +16

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

Pablo Pozzobon de, Osmar Abílio de Carvalho Júnior, Osmar Abílio de Carvalho Júnior et al. · Remote Sensing · 2020 · 42 citations · Full text

Natural Resources, Earth Sciences, Computer Vision +15