An Introduction to Deep Morphological Networks
Nogueira, Keiller, Chanussot, Jocelyn, Mura, Mauro Dalla, Santos, Jefersson A. Dos
Published in IEEE access (2021)
Published in IEEE access (2021)
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Journal Article
Facing Erosion Identification in Railway Lines Using Pixel-Wise Deep-Based Approaches
Nogueira, Keiller, L. S. Machado, Gabriel, H. T. Gama, Pedro, C. V. da Silva, Caio, Balaniuk, Remis, A. dos Santos, Jefersson
Published in Remote sensing (Basel, Switzerland) (01.02.2020)
Published in Remote sensing (Basel, Switzerland) (01.02.2020)
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Journal Article
Automatic mapping of high-risk urban areas for Aedes aegypti infestation based on building facade image analysis
Laranjeira, Camila, Pereira, Matheus, Oliveira, Raul, Barbosa, Gerson, Fernandes, Camila, Bermudi, Patricia, Resende, Ester, Fernandes, Eduardo, Nogueira, Keiller, Andrade, Valmir, Quintanilha, José, Santos, Jefersson, Chiaravalloti-Neto, Francisco
Published in PLoS neglected tropical diseases (03.06.2024)
Published in PLoS neglected tropical diseases (03.06.2024)
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Journal Article
Facing the Void: Overcoming Missing Data in Multi-View Imagery
Machado, Gabriel, Pereira, Matheus B., Nogueira, Keiller, Santos, Jefersson A. Dos
Published in IEEE access (2023)
Published in IEEE access (2023)
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Journal Article
A Soft Computing Approach for Selecting and Combining Spectral Bands
Albarracín, Juan F H, Oliveira, Rafael S, Hirota, Marina, dos Santos, Jefersson A, da S Torres, Ricardo
Published in arXiv.org (10.11.2020)
Published in arXiv.org (10.11.2020)
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Journal Article
Dynamic Multi-Context Segmentation of Remote Sensing Images based on Convolutional Networks
Nogueira, Keiller, Mauro Dalla Mura, Chanussot, Jocelyn, Schwartz, William R, dos Santos, Jefersson A
Published in arXiv.org (23.04.2019)
Published in arXiv.org (23.04.2019)
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Journal Article
Spatio-Temporal Vegetation Pixel Classification By Using Convolutional Networks
Nogueira, Keiller, dos Santos, Jefersson A, Menini, Nathalia, Silva, Thiago S F, Leonor Patricia C Morellato, da S Torres, Ricardo
Published in arXiv.org (02.03.2019)
Published in arXiv.org (02.03.2019)
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Journal Article
Exploiting ConvNet Diversity for Flooding Identification
Nogueira, Keiller, Fadel, Samuel G, Dourado, Ícaro C, Rafael de O Werneck, Muñoz, Javier A V, Penatti, Otávio A B, Calumby, Rodrigo T, Li, Lin Tzy, dos Santos, Jefersson A, da S Torres, Ricardo
Published in arXiv.org (05.06.2018)
Published in arXiv.org (05.06.2018)
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Journal Article
Opening Deep Neural Networks with Generative Models
Vendramini, Marcos, Oliveira, Hugo, Machado, Alexei, dos Santos, Jefersson A
Published in arXiv.org (30.06.2021)
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Published in arXiv.org (30.06.2021)
Paper
Better, Not Just More: Data-Centric Machine Learning for Earth Observation
Roscher, Ribana, Rußwurm, Marc, Gevaert, Caroline, Kampffmeyer, Michael, dos Santos, Jefersson A, Vakalopoulou, Maria, Hänsch, Ronny, Hansen, Stine, Nogueira, Keiller, Prexl, Jonathan, Tuia, Devis
Published in arXiv.org (22.06.2024)
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Published in arXiv.org (22.06.2024)
Paper
FuSS: Fusing Superpixels for Improved Segmentation Consistency
Nunes, Ian, Pereira, Matheus B, Oliveira, Hugo, Dos Santos, Jefersson A, Poggi, Marcus
Published in arXiv.org (06.06.2022)
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Published in arXiv.org (06.06.2022)
Paper
Conditional Reconstruction for Open-set Semantic Segmentation
Nunes, Ian, Pereira, Matheus B, Oliveira, Hugo, dos Santos, Jefersson A, Poggi, Marcus
Published in arXiv.org (02.03.2022)
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Published in arXiv.org (02.03.2022)
Paper
FairPIVARA: Reducing and Assessing Biases in CLIP-Based Multimodal Models
Moreira, Diego A B, Alef Iury Ferreira, Gabriel Oliveira dos Santos, Pereira, Luiz, João Medrado Gondim, Bonil, Gustavo, Maia, Helena, Nádia da Silva, Hashiguti, Simone Tiemi, dos Santos, Jefersson A, Pedrini, Helio, Avila, Sandra
Published in arXiv.org (28.09.2024)
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Published in arXiv.org (28.09.2024)
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