Diogo Nunes Gonçalves

A CNN approach to simultaneously count plants and detect plantation-rows from UAV imagery

Lucas Prado Osco, Mauro dos Santos de Arruda, Diogo Nunes Gonçalves et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2021 · 130 citations · Full text

Applied Plant Ecology, Precision Agriculture, Image Analysis +9

A Novel Deep Learning Method to Identify Single Tree Species in UAV-Based Hyperspectral Images

Gabriela Takahashi Miyoshi, Mauro dos Santos de Arruda, Lucas Prado Osco et al. · Remote Sensing · 2020 · 93 citations · Full text

Engineering, Machine Learning, Multispectral Imaging +18

Local descriptors for soybean disease recognition

Rillian Diello Lucas Pires, Diogo Nunes Gonçalves, Jonatan Patrick Margarido Oruê et al. · Computers and Electronics in Agriculture · 2016 · 89 citations

Precision Agriculture, Engineering, Pattern Recognition +9

ATSS Deep Learning-Based Approach to Detect Apple Fruits

Leonardo Josoé Biffi, Edson Aparecido Mitishita, Veraldo Liesenberg et al. · Remote Sensing · 2020 · 68 citations · Full text

Convolutional Neural Network, Precision Agriculture, Engineering +17

Estimating soybean leaf defoliation using convolutional neural networks and synthetic images

Lucas Abreu da Silva, Patrik Olã Bressan, Diogo Nunes Gonçalves et al. · Computers and Electronics in Agriculture · 2018 · 56 citations

Synthetic Images, Agricultural Engineering, Precision Agriculture +7