Mapping Utility Poles in Aerial Orthoimages Using ATSS Deep Learning Method. - Matheus Gomes; Jonathan de Andrade Silva; Diogo Nunes Gonçalves; Pedro Zamboni; Jader Perez; Edson Antonio Batista; Ana Paula Marques Ramos; Lucas Prado Osco; Edson Takashi Matsubara; Jonathan Li 001; José Marcato Junior; Wesley Nunes Gonçalves (Sensors, 2020)

Integration of Photogrammetry and Deep Learning in Earth Observation Applications. - José Marcato Junior; Pedro Zamboni; Mariana Batista Campos; Ana Paula Marques Ramos; Lucas Prado Osco; Jonathan de Andrade Silva; Wesley Nunes Gonçalves; Jonathan Li 001 (IGARSS, 2021)

Segmentation of Tree Canopies in Urban Environments Using Dilated Convolutional Neural Network. - José Augusto Correa Martins; Keiller Nogueira; Pedro Zamboni; Paulo Tarso Sanches de Oliveira; Wesley Nunes Gonçalves; Jefersson A. dos Santos; José Marcato Junior (IGARSS, 2021)

Benchmarking Anchor-Based and Anchor-Free State-of-the-Art Deep Learning Methods for Individual Tree Detection in RGB High-Resolution Images. - Pedro Zamboni; José Marcato Junior; Jonathan de Andrade Silva; Gabriela Takahashi Miyoshi; Edson Takashi Matsubara; Keiller Nogueira; Wesley Nunes Gonçalves (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)

Line-based deep learning method for tree branch detection from digital images. - Rodrigo Silva; José Marcato Junior; Laisa Almeida; Diogo Nunes Gonçalves; Pedro Zamboni; Vanessa Fernandes; Jonathan de Andrade Silva; Edson Takashi Matsubara; Edson Antonio Batista; Lingfei Ma; Jonathan Li 001; Wesley Nunes Gonçalves (Int. J. Appl. Earth Obs. Geoinformation, 2022)

Active Fire Mapping on Brazilian Pantanal Based on Deep Learning and CBERS 04A Imagery. - Leandro Higa; José Marcato Junior; Thiago R. Rodrigues; Pedro Zamboni; Rodrigo Silva; Laisa Almeida; Veraldo Liesenberg; Fábio Roque; Renata Libonati; Wesley Nunes Gonçalves; Jonathan de Andrade Silva (Remote. Sens., 2022)

Deep Learning Regression Approaches Applied to Estimate Tillering in Tropical Forages Using Mobile Phone Images. - Luiz Santos; José Marcato Junior; Pedro Zamboni; Mateus Santos; Liana Jank; Edilene Campos; Edson Takashi Matsubara (Sensors, 2022)

MTLSegFormer: Multi-task Learning with Transformers for Semantic Segmentation in Precision Agriculture. - Diogo Nunes Gonçalves; José Marcato Jr.; Pedro Zamboni; Hemerson Pistori; Jonathan Li 001; Keiller Nogueira; Wesley Nunes Gonçalves (CVPR Workshops, 2023)