Improving Deforestation Detection on Tropical Rainforests Using Sentinel-1 Data and Convolutional Neural Networks by Mabel Ortega Adarme, Juan Doblas Prieto, Raul Queiroz Feitosa, Cláudio Aparecido De Almeida

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Localization of magnetic foreign bodies using CNN and GMI magnetometer by Marcos Rogozinski, Carlos Roberto Hall Barbosa, Raul Queiroz Feitosa, Bryan R.C. Oliveira, Elisabeth Costa Monteiro, Daniel Ramos Louzada

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Urban Area Extent Extraction in Spaceborne HR and VHR Data Using Multi-Resolution Features by Gianni Cristian Iannelli, Gianni Lisini, Fabio Dell'Acqua, Raul Queiroz Feitosa, Gilson Alexandre Ostwald Pedro da Costa, Paolo Gamba

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UM MÉTODO PARA MODELAGEM DO CONHECIMENTO MULTITEMPORAL NO PROCESSO DE CLASSIFICAÇÃO AUTOMÁTICA DE IMAGENS DE SENSORES REMOTOS by Vanessa de Oliveira Campos, Raul Queiroz Feitosa, Guilherme Lucio Abelha Mota, Marco Aurélio Cavalcanti Pacheco, Heitor Luiz da Costa Coutinho

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MÉTODOS COGNITIVOS DE CLASSIFICAÇÃO APLICADOS A IMAGENS QUICKBIRD PARA A DETECÇÃO DE ÁREAS RESIDENCIAIS HOMOGÊNEAS by Cláudia Maria de Almeida, Iris de Marcelhas e Souza, Claudia Alves Durand, Carolina Moutinho Duque de Pinho, Raul Queiroz Feitosa

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Combining Deep Learning and Prior Knowledge for Crop Mapping in Tropical Regions from Multitemporal SAR Image Sequences by Laura Elena Cué La Rosa, Raul Queiroz Feitosa, Patrick Nigri Happ, Ieda Del’Arco Sanches, Gilson Alexandre Ostwald Pedro da Costa

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Weakly Supervised Domain Adversarial Neural Network for Deforestation Detection in Tropical Forests by Pedro Juan Soto Vega, Gilson Alexandre Ostwald Pedro da Costa, Mabel Ximena Ortega Adarme, Jose David Bermudez Castro, Raul Queiroz Feitosa

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Deforestation Detection with Fully Convolutional Networks in the Amazon Forest from Landsat-8 and Sentinel-2 Images by Daliana Lobo Torres, Javier Noa Turnes, Pedro Juan Soto Vega, Raul Queiroz Feitosa, Daniel E. Silva, Jose Marcato Junior, Claudio Almeida

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Applying Fully Convolutional Architectures for Semantic Segmentation of a Single Tree Species in Urban Environment on High Resolution UAV Optical Imagery by Daliana Lobo Torres, Raul Queiroz Feitosa, Patrick Nigri Happ, Laura Elena Cué La Rosa, José Marcato Junior, José Martins, Patrik Olã Bressan, Wesley Nunes Gonçalves, Veraldo Liesenberg

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INTERIMAGE: UMA PLATAFORMA COGNITIVA OPEN SOURCE PARA A INTERPRETAÇÃO AUTOMÁTICA DE IMAGENS DIGITAIS by Gilson Alexandre Ostwald Pedro da Costa, Carolina Moutinho Duque de Pinho, Raul Queiroz Feitosa, Cláudia Maria de Almeida, Hermann Johann Heinrich Kux, Leila Maria Garcia Fonseca, Dario Augusto Borges Oliveira

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

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