Image Segmentation and Classification with SLIC Superpixel and Convolutional Neural Network in Forest Context. - José Augusto Correa Martins; José Marcato Junior; Geazy Menezes; Hemerson Pistori; Diego Sant'Ana; Wesley Nunes Gonçalves (IGARSS, 2019)

Applying Fully Convolutional Architectures for Semantic Segmentation of a Single Tree Species in Urban Environment on High Resolution UAV Optical Imagery. - Daliana Lobo Torres; Raul Queiroz Feitosa; Patrick Nigri Happ; Laura Elena Cue La Rosa; José Marcato Junior; José Augusto Correa Martins; Patrik Olã Bressan; Wesley Nunes Gonçalves; Veraldo Liesenberg (Sensors, 2020)

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)

Assessment of CNN-Based Methods for Single Tree Detection on High-Resolution RGB Images in Urban Areas. - Pedro Alberto Pereira ZamboniThgeThe; José Marcato Junior; Gabriela Takahashi Miyoshi; Jonathan de Andrade Silva; José Augusto Correa Martins; Wesley Nunes Gonçalves (IGARSS, 2021)

Semantic Segmentation with Labeling Uncertainty and Class Imbalance. - Patrik Olã Bressan; José Marcato Junior; José Augusto Correa Martins; Diogo Nunes Gonçalves; Daniel Matte Freitas; Lucas Prado Osco; Jonathan de Andrade Silva; Zhipeng Luo; Jonathan Li 001; Raymundo Cordero Garcia; Wesley Nunes Gonçalves (CoRR, 2021)

Machine learning and SLIC for Tree Canopies segmentation in urban areas. - José Augusto Correa Martins; Geazy Menezes; Wesley Nunes Gonçalves; Diego André Sant'Ana; Lucas Prado Osco; Veraldo Liesenberg; Jonathan Li 001; Lingfei Ma; Paulo Tarso Sanches de Oliveira; Gilberto Astolfi; Hemerson Pistori; José Marcato Junior (Ecol. Informatics, 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)

Semantic segmentation with labeling uncertainty and class imbalance applied to vegetation mapping. - Patrik Olã Bressan; José Marcato Junior; José Augusto Correa Martins; Maximilian Jaderson de Melo; Diogo Nunes Gonçalves; Daniel Matte Freitas; Ana Paula Marques Ramos; Michelle Taís Garcia Furuya; Lucas Prado Osco; Jonathan de Andrade Silva; Zhipeng Luo; Raymundo Cordero Garcia; et al. (Int. J. Appl. Earth Obs. Geoinformation, 2022)

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)

Transformers for mapping burned areas in Brazilian Pantanal and Amazon with PlanetScope imagery. - Diogo Nunes Gonçalves; José Marcato Junior; André Caceres Carrilho; Plabiany Rodrigo Acosta; Ana Paula Marques Ramos; Felipe David Georges Gomes; Lucas Prado Osco; Maxwell da Rosa Oliveira; José Augusto Correa Martins; Geraldo Alves Damasceno Júnior; Márcio Santos Araújo; Jonathan Li 001; et al. (Int. J. Appl. Earth Obs. Geoinformation, 2023)