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Semantic Segmentation with Labeling Uncertainty and Class Imbalance


Feb 08, 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

* 15 pages, 9 figures, 3 tables 

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Counting and Locating High-Density Objects Using Convolutional Neural Network


Feb 08, 2021
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

* 15 pages, 10 figures, 8 tables 

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A Deep Learning Approach Based on Graphs to Detect Plantation Lines


Feb 05, 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

* 19 pages, 11 figures, 4 tables 

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A Review on Deep Learning in UAV Remote Sensing


Jan 29, 2021
Lucas Prado Osco, JosĂ© Marcato Junior, Ana Paula Marques Ramos, LĂșcio AndrĂ© de Castro Jorge, Sarah Narges Fatholahi, Jonathan de Andrade Silva, Edson Takashi Matsubara, Hemerson Pistori, Wesley Nunes Gonçalves, Jonathan Li

* 38 pages, 10 figures 

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A CNN Approach to Simultaneously Count Plants and Detect Plantation-Rows from UAV Imagery


Jan 02, 2021
Lucas Prado Osco, Mauro dos Santos de Arruda, Diogo Nunes Gonçalves, Alexandre Dias, Juliana Batistoti, Mauricio de Souza, Felipe David Georges Gomes, Ana Paula Marques Ramos, LĂșcio AndrĂ© de Castro Jorge, Veraldo Liesenberg, Jonathan Li, Lingfei Ma, JosĂ© Marcato Junior, Wesley Nunes Gonçalves

* 27 pages, 12 figures, 9 tables 

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