Diogo Nunes Gonçalves

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 19

Top Topics

Convolutional Neural Network

Fractal Dimension

Top Venues

Int. J. Appl. Earth Obs. Geoinformation

Comput. Electron. Agric.

Publications

Diogo Nunes Gonçalves, José Marcato Junior, Pedro Zamboni, Hemerson Pistori, Jonathan Li, Keiller Nogueira, Wesley Nunes Gonçalves
MTLSegFormer: Multi-task Learning with Transformers for Semantic Segmentation in Precision Agriculture. CoRR (2023)
Diogo Nunes Gonçalves, José Marcato Jr., Pedro Zamboni, Hemerson Pistori, Jonathan Li, Keiller Nogueira, Wesley Nunes Gonçalves
MTLSegFormer: Multi-task Learning with Transformers for Semantic Segmentation in Precision Agriculture. CVPR Workshops (2023)
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, Fábio Roque, Leonardo de Faria Peres, Wesley Nunes Gonçalves, Renata Libonati
Transformers for mapping burned areas in Brazilian Pantanal and Amazon with PlanetScope imagery. Int. J. Appl. Earth Obs. Geoinformation 116 (2023)
Rodrigo Silva, José Marcato Junior, Laisa Almeida, Diogo Nunes Gonçalves, Pedro Zamboni, Vanessa Fernandes, Jonathan de Andrade Silva, Edson Takashi Matsubara, Edson Batista, Lingfei Ma, Jonathan Li, Wesley Nunes Gonçalves
Line-based deep learning method for tree branch detection from digital images. Int. J. Appl. Earth Obs. Geoinformation 110 (2022)
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, Jonathan de Andrade Silva, Wesley Nunes Gonçalves
Counting and locating high-density objects using convolutional neural network. Expert Syst. Appl. 195 (2022)
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, Lingfei Ma, Jonathan Li, Wesley Nunes Gonçalves
Semantic segmentation with labeling uncertainty and class imbalance applied to vegetation mapping. Int. J. Appl. Earth Obs. Geoinformation 108 (2022)
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, Amaury Antônio de Castro Junior, Wesley Nunes Gonçalves
A deep learning-based mobile application for tree species mapping in RGB images. Int. J. Appl. Earth Obs. Geoinformation 114 (2022)
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
Automatic segmentation of cattle rib-eye area in ultrasound images using the UNet++ deep neural network. Comput. Electron. Agric. 195 (2022)
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, Jonathan de Andrade Silva, Wesley Nunes Gonçalves
Counting and Locating High-Density Objects Using Convolutional Neural Network. CoRR (2021)
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, Sílvio Luís Rafaeli Neto, José Marcato Junior, Wesley Nunes Gonçalves
ATSS Deep Learning-Based Approach to Detect Apple Fruits. Remote. Sens. 13 (1) (2021)
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, Raymundo Cordero Garcia, Wesley Nunes Gonçalves
Semantic Segmentation with Labeling Uncertainty and Class Imbalance. CoRR (2021)
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, José Marcato Junior, Wesley Nunes Gonçalves
A Deep Learning Approach Based on Graphs to Detect Plantation Lines. CoRR (2021)
Matheus Gomes, Jonathan de Andrade Silva, Diogo Nunes Gonçalves, Pedro Zamboni, Jader Perez, Edson Batista, Ana Paula Marques Ramos, Lucas Prado Osco, Edson Takashi Matsubara, Jonathan Li, José Marcato Junior, Wesley Nunes Gonçalves
Mapping Utility Poles in Aerial Orthoimages Using ATSS Deep Learning Method. Sensors 20 (21) (2020)
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, Lingfei Ma, José Marcato Junior, Wesley Nunes Gonçalves
A CNN Approach to Simultaneously Count Plants and Detect Plantation-Rows from UAV Imagery. CoRR (2020)
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
A Novel Deep Learning Method to Identify Single Tree Species in UAV-Based Hyperspectral Images. Remote. Sens. 12 (8) (2020)
Sávio Vinícius Albieri Barone Cantero, Diogo Nunes Gonçalves, Leonardo F. S. Scabini, Wesley Nunes Gonçalves
Importance of Vertices in Complex Networks Applied to Texture Analysis. IEEE Trans. Cybern. 50 (2) (2020)
Lucas Abreu da Silva, Patrik Olã Bressan, Diogo Nunes Gonçalves, Daniel Matte Freitas, Bruno Brandoli Machado, Wesley Nunes Gonçalves
Estimating soybean leaf defoliation using convolutional neural networks and synthetic images. Comput. Electron. Agric. 156 (2019)
Lucas Correia Ribas, Diogo Nunes Gonçalves, Jonathan de Andrade Silva, Amaury Antônio de Castro Jr., Odemir Martinez Bruno, Wesley Nunes Gonçalves
Fractal dimension of bag-of-visual words. Pattern Anal. Appl. 22 (1) (2019)
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
Local descriptors for soybean disease recognition. Comput. Electron. Agric. 125 (2016)
Lucas Correia Ribas, Diogo Nunes Gonçalves, Jonatan Patrick Margarido Oruê, Wesley Nunes Gonçalves
Fractal dimension of maximum response filters applied to texture analysis. Pattern Recognit. Lett. 65 (2015)