Fractal dimension of maximum response filters applied to texture analysis. - Lucas Correia Ribas; Diogo Nunes Gonçalves; Jonatan Patrick Margarido Oruê; Wesley Nunes Gonçalves (Pattern Recognit. Lett., 2015)

Local descriptors for soybean disease recognition. - Rillian Diello Lucas Pires; Diogo Nunes Gonçalves; Jonatan Patrick Margarido Oruê; Wesley Eiji Sanches Kanashiro; José F. Rodrigues Jr.; Bruno Brandoli Machado; Wesley Nunes Gonçalves (Comput. Electron. Agric., 2016)

Estimating soybean leaf defoliation using convolutional neural networks and synthetic images. - Lucas Abreu da Silva; Patrik Olã Bressan; Diogo Nunes Gonçalves; Daniel Matte Freitas; Bruno Brandoli Machado; Wesley Nunes Gonçalves (Comput. Electron. Agric., 2019)

Fractal dimension of bag-of-visual words. - Lucas Correia Ribas; Diogo Nunes Gonçalves; Jonathan de Andrade Silva; Amaury Antônio de Castro Jr.; Odemir Martinez Bruno; Wesley Nunes Gonçalves (Pattern Anal. Appl., 2019)

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; Alexandre Dias; Juliana Batistoti; Maurício de Souza; Felipe David Georges Gomes; Ana Paula Marques Ramos; Lúcio André de Castro Jorge; Veraldo Liesenberg; Jonathan Li 001; Lingfei Ma; et al. (CoRR, 2020)

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; José Marcato Junior; Diogo Nunes Gonçalves; Nilton Nobuhiro Imai; Antonio Maria Garcia Tommaselli; Eija Honkavaara; Wesley Nunes Gonçalves (Remote. Sens., 2020)

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)

Importance of Vertices in Complex Networks Applied to Texture Analysis. - Sávio Vinícius Albieri Barone Cantero; Diogo Nunes Gonçalves; Leonardo F. S. Scabini; Wesley Nunes Gonçalves (IEEE Trans. Cybern., 2020)

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 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)

ATSS Deep Learning-Based Approach to Detect Apple Fruits. - Leonardo Josoé Biffi; Edson A. Mitishita; Veraldo Liesenberg; Anderson Aparecido dos Santos; Diogo Nunes Gonçalves; Nayara V. Estrabis; Jonathan de Andrade Silva; Lucas Prado Osco; Ana Paula Marques Ramos; Jorge Antonio Silva Centeno; Marcos Benedito Schimalski; Leo Rufato; et al. (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)

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)

Automatic segmentation of cattle rib-eye area in ultrasound images using the UNet++ deep neural network. - Maximilian Jaderson de Melo; Diogo Nunes Gonçalves; Marina de Nadai Bonin Gomes; Gedson Faria; Jonathan de Andrade Silva; Ana Paula Marques Ramos; Lucas Prado Osco; Michelle Taís Garcia Furuya; José Marcato Junior; Wesley Nunes Gonçalves (Comput. Electron. Agric., 2022)

Counting and locating high-density objects using convolutional neural network. - Mauro dos Santos de Arruda; Lucas Prado Osco; Plabiany Rodrigo Acosta; Diogo Nunes Gonçalves; José Marcato Junior; Ana Paula Marques Ramos; Edson Takashi Matsubara; Zhipeng Luo; Jonathan Li 001; Jonathan de Andrade Silva; Wesley Nunes Gonçalves (Expert Syst. Appl., 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)

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)