José Marcato

A random forest ranking approach to predict yield in maize with uav-based vegetation spectral indices

Ana Paula Marques Ramos, Lucas Prado Osco, Danielle Elis Garcia Furuya et al. · Computers and Electronics in Agriculture · 2020 · 273 citations

Precision Agriculture, Engineering, Forest Biometrics +12

The Segment Anything Model (SAM) for remote sensing applications: From zero to one shot

Lucas Prado Osco, Qiusheng Wu, Eduardo Lopes de Lemos et al. · International Journal of Applied Earth Observation and Geoinformation · 2023 · 261 citations · Full text

A convolutional neural network approach for counting and geolocating citrus-trees in UAV multispectral imagery

Lucas Prado Osco, Mauro dos Santos de Arruda, José Marcato et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2019 · 185 citations · Full text

Convolutional Neural Network, Image Classification, Machine Vision +11

Assessment of CNN-Based Methods for Individual Tree Detection on Images Captured by RGB Cameras Attached to UAVs

Anderson Santos, José Marcato, Márcio Santos Araújo et al. · Sensors · 2019 · 181 citations · Full text

Landslide Detection of Hyperspectral Remote Sensing Data Based on Deep Learning With Constrains

Chengming Ye, Yao Li, Peng Cui et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2019 · 155 citations

Rock Slide, Engineering, Machine Learning +23