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 · 137 citations · Full text

Agriculture, Plant Sciences, Precision Agriculture +11

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 · 96 citations · Full text

Natural Resources, Ecology, Forestry +16

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 · 91 citations · Full text

Agriculture, Plant Pathology, Plant Sciences +11

ATSS Deep Learning-Based Approach to Detect Apple Fruits

Leonardo Josoé Biffi, Edson Aparecido Mitishita, Veraldo Liesenberg et al. · Remote Sensing · 2020 · 71 citations · Full text

Computing, Computer Science, Computer Vision +14

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

Agriculture, Agronomy, Computer Science +8