Felipe David Georges Gomes

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

Semantic Segmentation of Tree-Canopy in Urban Environment with Pixel-Wise Deep Learning

José Augusto Correa Martins, Keiller Nogueira, Lucas Prado Osco et al. · Remote Sensing · 2021 · 73 citations · Full text

Computing, Computer Science, Forestry +16

Transformers for mapping burned areas in Brazilian Pantanal and Amazon with PlanetScope imagery

Diogo Nunes Gonçalves, José Marcato, A. C. Carrilho et al. · International Journal of Applied Earth Observation and Geoinformation · 2022 · 32 citations · Full text

Natural Sciences, Earth Sciences, Geography +13

Detecting the attack of the fall armyworm (Spodoptera frugiperda) in cotton plants with machine learning and spectral measurements

Ana Paula Marques Ramos, Felipe David Georges Gomes, Mayara Maezano Faita Pinheiro et al. · Precision Agriculture · 2021 · 31 citations · Full text

Life Sciences, Entomology, Plant Sciences +17

Prediction of insect-herbivory-damage and insect-type attack in maize plants using hyperspectral data

Danielle Elis Garcia Furuya, Lingfei Ma, Mayara Maezano Faita Pinheiro et al. · International Journal of Applied Earth Observation and Geoinformation · 2021 · 29 citations · Full text

Agriculture, Crop Sciences, Plant Sciences +17