Conditional Reconstruction for Open-set Semantic Segmentation
Nunes, Ian, Pereira, Matheus B, Oliveira, Hugo, Santos, Jefersson A. dos, Poggi, Marcus
Year of Publication 02.03.2022
Year of Publication 02.03.2022
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Journal Article
Better, Not Just More: Data-Centric Machine Learning for Earth Observation
Roscher, Ribana, Rußwurm, Marc, Gevaert, Caroline, Kampffmeyer, Michael, Santos, Jefersson A. dos, Vakalopoulou, Maria, Hänsch, Ronny, Hansen, Stine, Nogueira, Keiller, Prexl, Jonathan, Tuia, Devis
Year of Publication 08.12.2023
Year of Publication 08.12.2023
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Journal Article
FairPIVARA: Reducing and Assessing Biases in CLIP-Based Multimodal Models
Moreira, Diego A. B, Ferreira, Alef Iury, Silva, Jhessica, Santos, Gabriel Oliveira dos, Pereira, Luiz, Gondim, João Medrado, Bonil, Gustavo, Maia, Helena, da Silva, Nádia, Hashiguti, Simone Tiemi, Santos, Jefersson A. dos, Pedrini, Helio, Avila, Sandra
Year of Publication 28.09.2024
Year of Publication 28.09.2024
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Journal Article
Weakly Supervised Few-Shot Segmentation Via Meta-Learning
Gama, Pedro H. T, Oliveira, Hugo, Junior, José Marcato, Santos, Jefersson A. dos
Year of Publication 03.09.2021
Year of Publication 03.09.2021
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Journal Article
A New Similarity Space Tailored for Supervised Deep Metric Learning
Barros, Pedro H, Queiroz, Fabiane, Figueredo, Flavio, Santos, Jefersson A. dos, Ramos, Heitor S
Year of Publication 16.11.2020
Year of Publication 16.11.2020
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Journal Article
Star: A Contextual Description of Superpixels for Remote Sensing Image Classification
Santana, Tiago M. H. C., Machado, Alexei M. C., de A. Araújo, Arnaldo, dos Santos, Jefersson A.
Published in Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications (2017)
Published in Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications (2017)
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Book Chapter
AiRound and CV-BrCT: Novel Multi-View Datasets for Scene Classification
Machado, Gabriel, Ferreira, Edemir, Nogueira, Keiller, Oliveira, Hugo, Gama, Pedro, Santos, Jefersson A. dos
Year of Publication 03.08.2020
Year of Publication 03.08.2020
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Journal Article
Fully Convolutional Open Set Segmentation
Oliveira, Hugo, Silva, Caio, Machado, Gabriel L. S, Nogueira, Keiller, Santos, Jefersson A. dos
Year of Publication 25.06.2020
Year of Publication 25.06.2020
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Journal Article
BrazilDAM: A Benchmark dataset for Tailings Dam Detection
Ferreira, Edemir, Brito, Matheus, Balaniuk, Remis, Alvim, Mário S, Santos, Jefersson A. dos
Year of Publication 17.03.2020
Year of Publication 17.03.2020
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Journal Article
Towards Open-Set Semantic Segmentation of Aerial Images
da Silva, Caio C. V, Nogueira, Keiller, Oliveira, Hugo N, Santos, Jefersson A. dos
Year of Publication 27.01.2020
Year of Publication 27.01.2020
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Journal Article
SkeleMotion: A New Representation of Skeleton Joint Sequences Based on Motion Information for 3D Action Recognition
Caetano, Carlos, Sena, Jessica, Brémond, François, Santos, Jefersson A. dos, Schwartz, William Robson
Year of Publication 30.07.2019
Year of Publication 30.07.2019
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Journal Article
An Introduction to Deep Morphological Networks
Nogueira, Keiller, Chanussot, Jocelyn, Mura, Mauro Dalla, Santos, Jefersson A. dos
Year of Publication 04.06.2019
Year of Publication 04.06.2019
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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)
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