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; Wesley Nunes Gonçalves; Dthenifer Cordeiro Santana; Larissa Pereira Ribeiro Teodoro; Carlos Antonio da Silva Junior; Guilherme Fernando Capristo-Silva; Jonathan Li 001; Fábio Henrique Rojo Baio; José Marcato Junior; Paulo Eduardo Teodoro; et al. (Comput. Electron. Agric., 2020)

A Machine Learning Approach for Mapping Forest Vegetation in Riparian Zones in an Atlantic Biome Environment Using Sentinel-2 Imagery. - Danielle Elis Garcia Furuya; João Alex Floriano Aguiar; Nayara V. Estrabis; Mayara Maezano Faita Pinheiro; Michelle Taís Garcia Furuya; Danillo Roberto Pereira; Wesley Nunes Gonçalves; Veraldo Liesenberg; Jonathan Li 001; José Marcato Junior; Lucas Prado Osco; Ana Paula Marques Ramos (Remote. Sens., 2020)

Leaf Nitrogen Concentration and Plant Height Prediction for Maize Using UAV-Based Multispectral Imagery and Machine Learning Techniques. - Lucas Prado Osco; José Marcato Junior; Ana Paula Marques Ramos; Danielle Elis Garcia Furuya; Dthenifer Cordeiro Santana; Larissa Pereira Ribeiro Teodoro; Wesley Nunes Gonçalves; Fábio Henrique Rojo Baio; Hemerson Pistori; Carlos Antonio da Silva Junior; Paulo Eduardo Teodoro (Remote. Sens., 2020)

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; Felipe David Georges Gomes; Wesley Nunes Gonçalvez; José Marcato Junior; Diego de Castro Rodrigues; Maria Carolina Blassioli-Moraes; Mirian Fernandes Furtado Michereff; Miguel Borges; Raúl Alberto Alaumann; Ednaldo José Ferreira; et al. (Int. J. Appl. Earth Obs. Geoinformation, 2021)

A Deep Learning Approach Based on Graphs to Detect Plantation Lines. - Diogo Nunes Gonçalves; Mauro dos Santos de Arruda; Hemerson Pistori; Vanessa Jordão Marcato Fernandes; Ana Paula Marques Ramos; Danielle Elis Garcia Furuya; Lucas Prado Osco; Hongjie He; Jonathan Li 001; José Marcato Junior; Wesley Nunes Gonçalves (CoRR, 2021)

Semantic Segmentation of Tree-Canopy in Urban Environment with Pixel-Wise Deep Learning. - José Augusto Correa Martins; Keiller Nogueira; Lucas Prado Osco; Felipe David Georges Gomes; Danielle Elis Garcia Furuya; Wesley Nunes Gonçalves; Diego André Sant'Ana; Ana Paula Marques Ramos; Veraldo Liesenberg; Jefersson Alex dos Santos; Paulo Tarso Sanches de Oliveira; José Marcato Junior (Remote. Sens., 2021)

A deep learning-based mobile application for tree species mapping in RGB images. - Mário de Araújo Carvalho; José Marcato Junior; José Augusto Correa Martins; Pedro Zamboni; Celso Soares Costa; Henrique Lopes Siqueira; Márcio Santos Araújo; Diogo Nunes Gonçalves; Danielle Elis Garcia Furuya; Lucas Prado Osco; Ana Paula Marques Ramos; Jonathan Li 001; et al. (Int. J. Appl. Earth Obs. Geoinformation, 2022)

Combination of Remote Sensing and Artificial Intelligence in Fruit Growing: Progress, Challenges, and Potential Applications. - Danielle Elis Garcia Furuya; Édson Luis Bolfe; Taya Cristo Parreiras; Jayme Garcia Arnal Barbedo; Thiago Teixeira Santos; Luciano Gebler (Remote. Sens., 2024)