Hemerson Pistori

Weed detection in soybean crops using ConvNets

Alessandro dos Santos Ferreira, Daniel Matte Freitas, Gercina Gonçalves da Silva et al. · Computers and Electronics in Agriculture · 2017 · 541 citations

Precision Agriculture, Engineering, Sustainable Agriculture +6

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

Detection and classification of soybean pests using deep learning with UAV images

Everton Castel�ão Tetila, Bruno Brandoli Machado, Gilberto Astolfi et al. · Computers and Electronics in Agriculture · 2020 · 244 citations

Uav Images, Convolutional Neural Network, Precision Agriculture +10

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

Automatic Recognition of Soybean Leaf Diseases Using UAV Images and Deep Convolutional Neural Networks

Everton Castel�ão Tetila, Bruno Brandoli Machado, Gabriel Kirsten Menezes et al. · IEEE Geoscience and Remote Sensing Letters · 2019 · 165 citations · Full text

Convolutional Neural Network, Precision Agriculture, Engineering +18