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
Weakly Supervised Few-Shot Segmentation via Meta-Learning
Gama, Pedro H. T., Oliveira, Hugo, Junior, Jose Marcato, Santos, Jefersson A. dos
Published in IEEE transactions on multimedia (2023)
Published in IEEE transactions on multimedia (2023)
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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
SkeleMotion: A New Representation of Skeleton Joint Sequences based on Motion Information for 3D Action Recognition
Caetano, Carlos, Sena, Jessica, Bremond, Franeois, Dos Santos, Jefersson A., Schwartz, William Robson
Published in 2019 16th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS) (01.09.2019)
Published in 2019 16th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS) (01.09.2019)
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Conference Proceeding
Data-Driven Feature Characterization Techniques for Laser Printer Attribution
Ferreira, Anselmo, Bondi, Luca, Baroffio, Luca, Bestagini, Paolo, Jiwu Huang, dos Santos, Jefersson A., Tubaro, Stefano, Rocha, Anderson
Published in IEEE transactions on information forensics and security (01.08.2017)
Published in IEEE transactions on information forensics and security (01.08.2017)
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Journal Article
Behavior Knowledge Space-Based Fusion for Copy-Move Forgery Detection
Ferreira, Anselmo, Felipussi, Siovani C., Alfaro, Carlos, Fonseca, Pablo, Vargas-Munoz, John E., dos Santos, Jefersson A., Rocha, Anderson
Published in IEEE transactions on image processing (01.10.2016)
Published in IEEE transactions on image processing (01.10.2016)
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Journal Article
Exploiting ConvNet Diversity for Flooding Identification
Nogueira, Keiller, Fadel, Samuel G., Dourado, Icaro C., de O. Werneck, Rafael, Munoz, Javier A. V., Penatti, Otavio A. B., Calumby, Rodrigo T., Li, Lin Tzy, dos Santos, Jefersson A., Torres, Ricardo da S.
Published in IEEE geoscience and remote sensing letters (01.09.2018)
Published in IEEE geoscience and remote sensing letters (01.09.2018)
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Journal Article
Opening Deep Neural Networks With Generative Models
Vendramini, Marcos, Oliveira, Hugo, Machado, Alexei, Santos, Jefersson A. dos
Published in 2021 IEEE International Conference on Image Processing (ICIP) (19.09.2021)
Published in 2021 IEEE International Conference on Image Processing (ICIP) (19.09.2021)
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Conference Proceeding
Conditional Reconstruction for Open-Set Semantic Segmentation
Nunes, Ian, Pereira, Matheus B., Oliveira, Hugo, dos Santos, Jefersson A., Poggi, Marcus
Published in 2022 IEEE International Conference on Image Processing (ICIP) (16.10.2022)
Published in 2022 IEEE International Conference on Image Processing (ICIP) (16.10.2022)
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Conference Proceeding
Spatio-Temporal Vegetation Pixel Classification by Using Convolutional Networks
Nogueira, Keiller, dos Santos, Jefersson A., Menini, Nathalia, Silva, Thiago S. F., Morellato, Leonor Patricia C., Torres, Ricardo da S.
Published in IEEE geoscience and remote sensing letters (01.10.2019)
Published in IEEE geoscience and remote sensing letters (01.10.2019)
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Journal Article
A Soft Computing Framework for Image Classification Based on Recurrence Plots
Menini, Nathalia, Almeida, Alexandre E., Lamparelli, Rubens, le Maire, Guerric, dos Santos, Jefersson A., Pedrini, Helio, Hirota, Marina, Torres, Ricardo da S.
Published in IEEE geoscience and remote sensing letters (01.02.2019)
Published in IEEE geoscience and remote sensing letters (01.02.2019)
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Journal Article
A Benchmark Methodology for Child Pornography Detection
Macedo, Joao, Costa, Filipe, A. dos Santos, Jefersson
Published in 2018 31st SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI) (01.10.2018)
Published in 2018 31st SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI) (01.10.2018)
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Conference Proceeding
Learning to Segment Medical Images from Few-Shot Sparse Labels
Gama, Pedro H. T., Oliveira, Hugo, dos Santos, Jefersson A.
Published in 2021 34th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI) (01.10.2021)
Published in 2021 34th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI) (01.10.2021)
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Conference Proceeding
Deep Open-Set Segmentation in Visual Learning
Nunes, Ian M., Poggi, Marcus, Oliveira, Hugo, Pereira, Matheus B., Santos, Jefersson A. Dos
Published in 2022 35th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI) (24.10.2022)
Published in 2022 35th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI) (24.10.2022)
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Conference Proceeding
An End-To-End Framework For Low-Resolution Remote Sensing Semantic Segmentation
Pereira, Matheus B., Santos, Jefersson A. dos
Published in 2020 IEEE Latin American GRSS & ISPRS Remote Sensing Conference (LAGIRS) (01.03.2020)
Published in 2020 IEEE Latin American GRSS & ISPRS Remote Sensing Conference (LAGIRS) (01.03.2020)
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Conference Proceeding