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An introduction to deep morphological networks
K. Nogueira, J. Chanussot, M. Dalla~Mura, Jefersson Alex dos Santos
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Fully Convolutional Open Set Segmentation
Hugo N. Oliveira, Caio C. V. da Silva, Gabriel L. S. Machado, Keiller Nogueira, Jefersson Alex dos Santos
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A genetic algorithm approach for image representation learning through color quantization
E. M. Pereira, R. da S. Torres, Jefersson Alex dos Santos
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AiRound and CV-BrCT: Novel Multiview Datasets for Scene Classification
G. Machado, E. Ferreira, K. Nogueira, H. Oliveira, M. Brito, P. H. T. Gama, Jefersson Alex dos Santos
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Semantic segmentation of citrus-orchard using deep neural networks and multispectral UAV-based imagery
L. P. Osco, K. Nogueira, A. P. M. Ramos, M. M. F. Pinheiro, D. E. G. Furuya, W. N. Gonçalves, L. A. de Castro Jorge, J. Marcato, Jefersson Alex dos Santos
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Semantic Segmentation of Tree-Canopy in Urban Environment with Pixel-Wise Deep Learning
José Augusto Correa Martins, Keiller Nogueira, Lucas Prado Osco, Felipe David Georges Gomes, Danielle Elis Garcia Furuya, Wesley Nunes Gonçalves, Diego André Santana, Ana Paula Marques Ramos, Veraldo Liesenberg, Jefersson Alex dos Santos, Paulo Tarso Sanches de Oliveira, José Marcato Junior
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A Soft Computing Approach for Selecting and Combining Spectral Bands
Juan Felipe Hernandez Albarracin, Rafael S. Oliveira, Marina Hirota, Jefersson Alex dos Santos, Ricardo da Silva Torres
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Facing Erosion Identification in Railway Lines Using Pixel-Wise Deep-Based Approaches
Keiller Nogueira, Gabriel L. S. Machado, Pedro H. T. Gama, Caio C. V. da Silva, Remis Balaniuk, Jefersson Alex dos Santos
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From 3D to 2D: Transferring knowledge for rib segmentation in chest X-rays
Hugo Oliveira, Virginia Mota, Alexei M. C. Machado, Jefersson Alex dos Santos
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From video pornography to cancer cells: a tensor framework for spatiotemporal description
Virgínia Fernandes Mota, Hugo Neves de Oliveira, Sérgio Scalzo, Dalton Dittz, Reginaldo J. Santos, Jefersson Alex dos Santos, Arnaldo de Albuquerque Araujo
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