A Novel Deep Learning Method to Identify Single Tree Species in UAV-Based Hyperspectral Images
Miyoshi, Gabriela Takahashi, Arruda, Mauro dos Santos, Osco, Lucas Prado, Marcato Junior, José, Gonçalves, Diogo Nunes, Imai, Nilton Nobuhiro, Tommaselli, Antonio Maria Garcia, Honkavaara, Eija, Gonçalves, Wesley Nunes
Published in Remote sensing (Basel, Switzerland) (01.04.2020)
Published in Remote sensing (Basel, Switzerland) (01.04.2020)
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Journal Article
ATSS Deep Learning-Based Approach to Detect Apple Fruits
Biffi, Leonardo Josoé, Mitishita, Edson, Liesenberg, Veraldo, Santos, Anderson Aparecido dos, Gonçalves, Diogo Nunes, Estrabis, Nayara Vasconcelos, Silva, Jonathan de Andrade, Osco, Lucas Prado, Ramos, Ana Paula Marques, Centeno, Jorge Antonio Silva, Schimalski, Marcos Benedito, Rufato, Leo, Neto, Sílvio Luís Rafaeli, Marcato Junior, José, Gonçalves, Wesley Nunes
Published in Remote sensing (Basel, Switzerland) (01.01.2021)
Published in Remote sensing (Basel, Switzerland) (01.01.2021)
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Journal Article
Transformers for mapping burned areas in Brazilian Pantanal and Amazon with PlanetScope imagery
Gonçalves, Diogo Nunes, Marcato, José, Carrilho, André Caceres, Acosta, Plabiany Rodrigo, Ramos, Ana Paula Marques, Gomes, Felipe David Georges, Osco, Lucas Prado, da Rosa Oliveira, Maxwell, Martins, José Augusto Correa, Damasceno, Geraldo Alves, de Araújo, Márcio Santos, Li, Jonathan, Roque, Fábio, de Faria Peres, Leonardo, Gonçalves, Wesley Nunes, Libonati, Renata
Published in International journal of applied earth observation and geoinformation (01.02.2023)
Published in International journal of applied earth observation and geoinformation (01.02.2023)
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Journal Article
A deep learning-based mobile application for tree species mapping in RGB images
Carvalho, Mário de Araújo, Marcato, José, Martins, José Augusto Correa, Zamboni, Pedro, Costa, Celso Soares, Siqueira, Henrique Lopes, Araújo, Márcio Santos, Gonçalves, Diogo Nunes, Furuya, Danielle Elis Garcia, Osco, Lucas Prado, Ramos, Ana Paula Marques, Li, Jonathan, de Castro, Amaury Antônio, Gonçalves, Wesley Nunes
Published in International journal of applied earth observation and geoinformation (01.11.2022)
Published in International journal of applied earth observation and geoinformation (01.11.2022)
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Journal Article
A deep learning approach based on graphs to detect plantation lines
Gonçalves, Diogo Nunes, Junior, José Marcato, Arruda, Mauro dos Santos de, Fernandes, Vanessa Jordão Marcato, Ramos, Ana Paula Marques, Furuya, Danielle Elis Garcia, Osco, Lucas Prado, He, Hongjie, Jorge, Lucio André de Castro, Li, Jonathan, Melgani, Farid, Pistori, Hemerson, Gonçalves, Wesley Nunes
Published in Heliyon (15.06.2024)
Published in Heliyon (15.06.2024)
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Journal Article
Pseudo-label semi-supervised learning for soybean monitoring
Menezes, Gabriel Kirsten, Astolfi, Gilberto, Martins, José Augusto Correa, Castelão Tetila, Everton, da Silva Oliveira Junior, Adair, Gonçalves, Diogo Nunes, Marcato Junior, José, Silva, Jonathan Andrade, Li, Jonathan, Gonçalves, Wesley Nunes, Pistori, Hemerson
Published in Smart agricultural technology (01.08.2023)
Published in Smart agricultural technology (01.08.2023)
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Journal Article
A CNN approach to simultaneously count plants and detect plantation-rows from UAV imagery
Osco, Lucas Prado, dos Santos de Arruda, Mauro, Gonçalves, Diogo Nunes, Dias, Alexandre, Batistoti, Juliana, de Souza, Mauricio, Gomes, Felipe David Georges, Ramos, Ana Paula Marques, de Castro Jorge, Lúcio André, Liesenberg, Veraldo, Li, Jonathan, Ma, Lingfei, Marcato, José, Gonçalves, Wesley Nunes
Published in ISPRS journal of photogrammetry and remote sensing (01.04.2021)
Published in ISPRS journal of photogrammetry and remote sensing (01.04.2021)
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Journal Article
Counting and locating high-density objects using convolutional neural network
de Arruda, Mauro dos Santos, Osco, Lucas Prado, Acosta, Plabiany Rodrigo, Gonçalves, Diogo Nunes, Marcato Junior, José, Ramos, Ana Paula Marques, Matsubara, Edson Takashi, Luo, Zhipeng, Li, Jonathan, Silva, Jonathan de Andrade, Gonçalves, Wesley Nunes
Published in Expert systems with applications (01.06.2022)
Published in Expert systems with applications (01.06.2022)
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Journal Article
Using a convolutional neural network for fingerling counting: A multi-task learning approach
Gonçalves, Diogo Nunes, Acosta, Plabiany Rodrigo, Ramos, Ana Paula Marques, Osco, Lucas Prado, Furuya, Danielle Elis Garcia, Furuya, Michelle Taís Garcia, Li, Jonathan, Junior, José Marcato, Pistori, Hemerson, Gonçalves, Wesley Nunes
Published in Aquaculture (30.08.2022)
Published in Aquaculture (30.08.2022)
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Journal Article
Semantic segmentation with labeling uncertainty and class imbalance applied to vegetation mapping
Bressan, Patrik Olã, Junior, José Marcato, Correa Martins, José Augusto, de Melo, Maximilian Jaderson, Gonçalves, Diogo Nunes, Freitas, Daniel Matte, Marques Ramos, Ana Paula, Garcia Furuya, Michelle Taís, Osco, Lucas Prado, de Andrade Silva, Jonathan, Luo, Zhipeng, Garcia, Raymundo Cordero, Ma, Lingfei, Li, Jonathan, Gonçalves, Wesley Nunes
Published in International journal of applied earth observation and geoinformation (01.04.2022)
Published in International journal of applied earth observation and geoinformation (01.04.2022)
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Journal Article
Local descriptors for soybean disease recognition
Pires, Rillian Diello Lucas, Gonçalves, Diogo Nunes, Oruê, Jonatan Patrick Margarido, Kanashiro, Wesley Eiji Sanches, Rodrigues, Jose F., Machado, Bruno Brandoli, Gonçalves, Wesley Nunes
Published in Computers and electronics in agriculture (01.07.2016)
Published in Computers and electronics in agriculture (01.07.2016)
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Journal Article
Estimating soybean leaf defoliation using convolutional neural networks and synthetic images
da Silva, Lucas Abreu, Bressan, Patrik Olã, Gonçalves, Diogo Nunes, Freitas, Daniel Matte, Machado, Bruno Brandoli, Gonçalves, Wesley Nunes
Published in Computers and electronics in agriculture (01.01.2019)
Published in Computers and electronics in agriculture (01.01.2019)
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Journal Article
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, Luo, Zhipeng, Li, Jonathan, de Andrade Silva, Jonathan, Wesley Nunes Gonçalves
Published in arXiv.org (08.02.2021)
Published in arXiv.org (08.02.2021)
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Paper
Journal Article
Semantic Segmentation with Labeling Uncertainty and Class Imbalance
Bressan, Patrik Olã, José Marcato Junior, Correa Martins, José Augusto, Diogo Nunes Gonçalves, Daniel Matte Freitas, Lucas Prado Osco, de Andrade Silva, Jonathan, Luo, Zhipeng, Li, Jonathan, Raymundo Cordero Garcia, Wesley Nunes Gonçalves
Published in arXiv.org (08.02.2021)
Published in arXiv.org (08.02.2021)
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Paper
Journal Article
A Deep Learning Approach Based on Graphs to Detect Plantation Lines
Diogo Nunes Gonçalves, Mauro dos Santos de Arruda, Pistori, Hemerson, Vanessa Jordão Marcato Fernandes, Ana Paula Marques Ramos, Danielle Elis Garcia Furuya, Lucas Prado Osco, He, Hongjie, Li, Jonathan, José Marcato Junior, Wesley Nunes Gonçalves
Published in arXiv.org (05.02.2021)
Published in arXiv.org (05.02.2021)
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Paper
Journal Article
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, Dias, Alexandre, Batistoti, Juliana, de Souza, Mauricio, Felipe David Georges Gomes, Ana Paula Marques Ramos, Lúcio André de Castro Jorge, Liesenberg, Veraldo, Li, Jonathan, Ma, Lingfei, José Marcato Junior, Wesley Nunes Gonçalves
Published in arXiv.org (14.02.2021)
Published in arXiv.org (14.02.2021)
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Journal Article
Automatic segmentation of cattle rib-eye area in ultrasound images using the UNet++ deep neural network
de Melo, Maximilian Jaderson, Gonçalves, Diogo Nunes, Gomes, Marina de Nadai Bonin, Faria, Gedson, Silva, Jonathan de Andrade, Ramos, Ana Paula Marques, Osco, Lucas Prado, Furuya, Michelle Taís Garcia, Marcato Junior, José, Gonçalves, Wesley Nunes
Published in Computers and electronics in agriculture (01.04.2022)
Published in Computers and electronics in agriculture (01.04.2022)
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Journal Article