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Material Type: Artigo
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A Machine Learning Framework to Predict Nutrient Content in Valencia-Orange Leaf Hyperspectral MeasurementsOsco, Lucas Prado ; Ramos, Ana Paula Marques ; Faita Pinheiro, Mayara Maezano ; Moriya, Érika Akemi Saito ; Imai, Nilton Nobuhiro ; Estrabis, Nayara ; Ianczyk, Felipe ; Araújo, Fábio Fernando de ; Liesenberg, Veraldo ; Jorge, Lúcio André de Castro ; Li, Jonathan ; Ma, Lingfei ; Gonçalves, Wesley Nunes ; Marcato Junior, José ; Eduardo Creste, JoséRemote sensing (Basel, Switzerland), 2020-03, Vol.12 (6), p.906 [Periódico revisado por pares]Basel: MDPI AGTexto completo disponível |
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Material Type: Artigo
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Semantic Segmentation of Tree-Canopy in Urban Environment with Pixel-Wise Deep LearningMartins, José Augusto Correa ; Nogueira, Keiller ; Osco, Lucas Prado ; Gomes, Felipe David Georges ; Furuya, Danielle Elis Garcia ; Gonçalves, Wesley Nunes ; Sant’Ana, Diego André ; Ramos, Ana Paula Marques ; Liesenberg, Veraldo ; dos Santos, Jefersson Alex ; de Oliveira, Paulo Tarso Sanches ; Junior, José MarcatoRemote sensing (Basel, Switzerland), 2021-08, Vol.13 (16), p.3054 [Periódico revisado por pares]Basel: MDPI AGTexto completo disponível |
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Material Type: Artigo
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Mauritia flexuosa palm trees airborne mapping with deep convolutional neural networkArce, Luciene Sales Dagher ; Osco, Lucas Prado ; Arruda, Mauro Dos Santos de ; Furuya, Danielle Elis Garcia ; Ramos, Ana Paula Marques ; Aoki, Camila ; Pott, Arnildo ; Fatholahi, Sarah ; Li, Jonathan ; Araújo, Fábio Fernando de ; Gonçalves, Wesley Nunes ; Marcato Junior, JoséScientific reports, 2021-10, Vol.11 (1), p.19619-19619, Article 19619 [Periódico revisado por pares]England: Nature Publishing GroupTexto completo disponível |
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Material Type: Artigo
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Modeling Hyperspectral Response of Water-Stress Induced Lettuce Plants Using Artificial Neural NetworksOsco, Lucas Prado ; Ramos, Ana Paula Marques ; Moriya, Érika Akemi Saito ; Bavaresco, Lorrayne Guimarães ; Lima, Bruna Coelho de ; Estrabis, Nayara ; Pereira, Danilo Roberto ; Creste, José Eduardo ; Júnior, José Marcato ; Gonçalves, Wesley Nunes ; Imai, Nilton Nobuhiro ; Li, Jonathan ; Liesenberg, Veraldo ; Araújo, Fábio Fernando deRemote sensing (Basel, Switzerland), 2019-12, Vol.11 (23), p.2797 [Periódico revisado por pares]Basel: MDPI AGTexto completo disponível |
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Material Type: Artigo
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Semantic segmentation of citrus-orchard using deep neural networks and multispectral UAV-based imageryOsco, Lucas Prado ; Nogueira, Keiller ; Marques Ramos, Ana Paula ; Faita Pinheiro, Mayara Maezano ; Furuya, Danielle Elis Garcia ; Gonçalves, Wesley Nunes ; de Castro Jorge, Lucio André ; Marcato Junior, José ; dos Santos, Jefersson AlexPrecision agriculture, 2021-08, Vol.22 (4), p.1171-1188 [Periódico revisado por pares]New York: Springer USTexto completo disponível |
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Material Type: Artigo
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Counting and locating high-density objects using convolutional neural networkde 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 NunesExpert systems with applications, 2022-06, Vol.195, p.116555, Article 116555 [Periódico revisado por pares]New York: Elsevier LtdTexto completo disponível |
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Material Type: Artigo
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Automatic segmentation of cattle rib-eye area in ultrasound images using the UNet++ deep neural networkde 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 NunesComputers and electronics in agriculture, 2022-04, Vol.195, p.106818, Article 106818 [Periódico revisado por pares]Amsterdam: Elsevier B.VTexto completo disponível |
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Material Type: Artigo
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Counting and Locating High-Density Objects Using Convolutional Neural NetworkMauro 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 GonçalvesarXiv.org, 2021-02Ithaca: Cornell University Library, arXiv.orgTexto completo disponível |