A review on deep learning in UAV remote sensing
Osco, Lucas Prado, Marcato Junior, José, Marques Ramos, Ana Paula, de Castro Jorge, Lúcio André, Fatholahi, Sarah Narges, de Andrade Silva, Jonathan, Matsubara, Edson Takashi, Pistori, Hemerson, Gonçalves, Wesley Nunes, Li, Jonathan
Published in International journal of applied earth observation and geoinformation (01.10.2021)
Published in International journal of applied earth observation and geoinformation (01.10.2021)
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Journal Article
Storm-Drain and Manhole Detection Using the RetinaNet Method
Santos, Anderson, Marcato Junior, José, de Andrade Silva, Jonathan, Pereira, Rodrigo, Matos, Daniel, Menezes, Geazy, Higa, Leandro, Eltner, Anette, Ramos, Ana Paula, Osco, Lucas, Gonçalves, Wesley
Published in Sensors (Basel, Switzerland) (10.08.2020)
Published in Sensors (Basel, Switzerland) (10.08.2020)
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Journal Article
Benchmarking Anchor-Based and Anchor-Free State-of-the-Art Deep Learning Methods for Individual Tree Detection in RGB High-Resolution Images
Zamboni, Pedro, Junior, José Marcato, Silva, Jonathan de Andrade, Miyoshi, Gabriela Takahashi, Matsubara, Edson Takashi, Nogueira, Keiller, Gonçalves, Wesley Nunes
Published in Remote sensing (Basel, Switzerland) (01.07.2021)
Published in Remote sensing (Basel, Switzerland) (01.07.2021)
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Journal Article
An evolutionary algorithm for clustering data streams with a variable number of clusters
Andrade Silva, Jonathan de, Hruschka, Eduardo Raul, Gama, João
Published in Expert systems with applications (01.01.2017)
Published in Expert systems with applications (01.01.2017)
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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
Mice and larvae tracking using a particle filter with an auto-adjustable observation model
Pistori, Hemerson, Viana Aguiar Odakura, Valguima Victoria, Oliveira Monteiro, João Bosco, Gonçalves, Wesley Nunes, Roel, Antonia Railda, de Andrade Silva, Jonathan, Machado, Bruno Brandoli
Published in Pattern recognition letters (01.03.2010)
Published in Pattern recognition letters (01.03.2010)
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Journal Article
A Review on Deep Learning in UAV Remote Sensing
Lucas Prado Osco, José Marcato Junior, Ana Paula Marques Ramos, Lúcio André de Castro Jorge, Fatholahi, Sarah Narges, de Andrade Silva, Jonathan, Edson Takashi Matsubara, Pistori, Hemerson, Wesley Nunes Gonçalves, Li, Jonathan
Published in arXiv.org (20.08.2023)
Published in arXiv.org (20.08.2023)
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Paper
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
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
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
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
Comparison of Shape Descriptors for Mice Behavior Recognition
de Andrade Silva, Jonathan, Gonçalves, Wesley Nunes, Machado, Bruno Brandoli, Pistori, Hemerson, de Souza, Albert Schiaveto, de Souza, Kleber Padovani
Published in Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Published in Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
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Book Chapter
EACImpute: An Evolutionary Algorithm for Clustering-Based Imputation
de Andrade Silva, J., Hruschka, E.R.
Published in 2009 Ninth International Conference on Intelligent Systems Design and Applications (01.11.2009)
Published in 2009 Ninth International Conference on Intelligent Systems Design and Applications (01.11.2009)
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Conference Proceeding
Assessment of CNN-Based Methods for Single Tree Detection on High-Resolution RGB Images in Urban Areas
ZamboniThgeThe, Pedro Alberto Pereira, Marcato, Jose, Miyoshi, Gabriela Takahashi, de Andrade Silva, Jonathan, Martins, Jose, Goncalves, Wesley Nunes
Published in 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS (11.07.2021)
Published in 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS (11.07.2021)
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Conference Proceeding
Multiple Mice Tracking using a Combination of Particle Filter and K-Means
Goncalves, W.N., Monteiro, J.B.O., de Andrade Silva, J., Machado, B.B., Pistori, H., Odakura, V.
Published in XX Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2007) (01.10.2007)
Published in XX Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2007) (01.10.2007)
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Conference Proceeding