A review on deep learning in UAV remote sensing von 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

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Decision Tree Induction using Adaptive FSA von Pistori, Hemerson, Neto, Joao Jose

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Assessment of CNN-Based Methods for Individual Tree Detection on Images Captured by RGB Cameras Attached to UAVs von Santos, Anderson Aparecido Dos, Marcato Junior, José, Araújo, Márcio Santos, Di Martini, David Robledo, Tetila, Everton Castelão, Siqueira, Henrique Lopes, Aoki, Camila, Eltner, Anette, Matsubara, Edson Takashi, Pistori, Hemerson, Feitosa, Raul Queiroz, Liesenberg, Veraldo, Gonçalves, Wesley Nunes

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Identification of Soybean Foliar Diseases Using Unmanned Aerial Vehicle Images von Castelao Tetila, Everton, Brandoli Machado, Bruno, de Souza Belete, Nícolas Alessandro, Guimaraes, David Augusto, Pistori, Hemerson

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Leaf Nitrogen Concentration and Plant Height Prediction for Maize Using UAV-Based Multispectral Imagery and Machine Learning Techniques von Osco, Lucas Prado, Junior, José Marcato, Ramos, Ana Paula Marques, Furuya, Danielle Elis Garcia, Santana, Dthenifer Cordeiro, Teodoro, Larissa Pereira Ribeiro, Gonçalves, Wesley Nunes, Baio, Fábio Henrique Rojo, Pistori, Hemerson, Junior, Carlos Antonio da Silva, Teodoro, Paulo Eduardo

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Feature Extraction and Machine Learning for the Classification of Brazilian Savannah Pollen Grains von Gonçalves, Ariadne Barbosa, Souza, Junior Silva, Silva, Gercina Gonçalves da, Cereda, Marney Pascoli, Pott, Arnildo, Naka, Marco Hiroshi, Pistori, Hemerson

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Predicting Days to Maturity, Plant Height, and Grain Yield in Soybean: A Machine and Deep Learning Approach Using Multispectral Data von Teodoro, Paulo Eduardo, Teodoro, Larissa Pereira Ribeiro, Baio, Fábio Henrique Rojo, da Silva Junior, Carlos Antonio, dos Santos, Regimar Garcia, Ramos, Ana Paula Marques, Pinheiro, Mayara Maezano Faita, Osco, Lucas Prado, Gonçalves, Wesley Nunes, Carneiro, Alexsandro Monteiro, Junior, José Marcato, Pistori, Hemerson, Shiratsuchi, Luciano Shozo

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Prediction of Girolando cattle weight by means of body measurements extracted from images von Weber, Vanessa Aparecida de Moraes, Weber, Fabricio de Lima, Gomes, Rodrigo da Costa, Oliveira, Adair da Silva, Menezes, Geazy Vilharva, Abreu, Urbano Gomes Pinto de, Belete, Nícolas Alessandro de Souza, Pistori, Hemerson

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Weed detection in soybean crops using ConvNets von dos Santos Ferreira, Alessandro, Matte Freitas, Daniel, Gonçalves da Silva, Gercina, Pistori, Hemerson, Theophilo Folhes, Marcelo

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Plant species identification using color learning resources, shape, texture, through machine learning and artificial neural networks von Bambil, Deborah, Pistori, Hemerson, Bao, Francielli, Weber, Vanessa, Alves, Flávio Macedo, Gonçalves, Eduardo Gomes, de Alencar Figueiredo, Lúcio Flávio, Abreu, Urbano G. P., Arruda, Rafael, Bortolotto, Ieda Maria

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Deep learning applied to equipment detection on flat roofs in images captured by UAV von Santos, Lara Monalisa Alves dos, Zanoni, Vanda Alice Garcia, Bedin, Eduardo, Pistori, Hemerson

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Mapping stains on flat roofs using semantic segmentation based on deep learning von Santos, Lara Monalisa Alves dos, Lescano, Leonardo Rabero, Higa, Gabriel Toshio Hirokawa, Zanoni, Vanda Alice Garcia, da Silva, Lenildo Santos, Alvarez, Cesar Ivan, Pistori, Hemerson

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Silage Grass Sward Nitrogen Concentration and Dry Matter Yield Estimation Using Deep Regression and RGB Images Captured by UAV von Alves Oliveira, Raquel, Marcato Junior, José, Soares Costa, Celso, Näsi, Roope, Koivumäki, Niko, Niemeläinen, Oiva, Kaivosoja, Jere, Nyholm, Laura, Pistori, Hemerson, Honkavaara, Eija

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Recognizing and counting Dendrocephalus brasiliensis (Crustacea: Anostraca) cysts using deep learning von Astolfi, Angelica Christina Melo Nunes, Astolfi, Gilberto, Ferreira, Maria Gabriela Alves, Centurião, Thaynara D'avalo, Clemente, Leyzinara Zenteno, de Oliveira, Bruno Leonardo Marques Castro, Porto, João Vitor de Andrade, Roche, Kennedy Francis, Matsubara, Edson Takashi, Pistori, Hemerson, Soares, Mayara Pereira, da Silva, William Marcos

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YOLO performance analysis for real-time detection of soybean pests von Tetila, Everton Castelão, da Silveira, Fábio Amaral Godoy, da Costa, Anderson Bessa, Amorim, Willian Paraguassu, Astolfi, Gilberto, Pistori, Hemerson, Barbedo, Jayme Garcia Arnal

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A New Siamese Network Loss for Cattle Facial Recognition in a Few-Shot Learning Scenario von Porto, João, Higa, Gabriel, Weber, Vanessa, Weber, Fabrício, Loebens, Newton, Claure, Pietro, de Almeida, Leonardo, Porto, Karla, Pistori, Hemerson

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Identifying plant species in kettle holes using UAV images and deep learning techniques von Correa Martins, José Augusto, Marcato Junior, José, Pätzig, Marlene, Sant'Ana, Diego André, Pistori, Hemerson, Liesenberg, Veraldo, Eltner, Anette

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Usage of few-shot learning and meta-learning in agriculture: A literature review von Porto, João Vitor de Andrade, Dorsa, Arlinda Cantero, Weber, Vanessa Aparecida de Moraes, Porto, Karla Rejane de Andrade, Pistori, Hemerson

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Use of computer vision to verify the viability of guavira seeds treated with tetrazolium salt von Nucci, Higor Henrique Picoli, de Azevedo, Riquiette Gomes, Nogueira, Mylena Corrêa, Costa, Celso Soares, de Oliveira Guilherme, Denilson, Hirokawa Higa, Gabriel Toshio, Pistori, Hemerson

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Data on forecasting energy prices using machine learning von Herrera, Gabriel Paes, Constantino, Michel, Tabak, Benjamin Miranda, Pistori, Hemerson, Su, Jen-Je, Naranpanawa, Athula

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