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
Towards better exploiting convolutional neural networks for remote sensing scene classification
Nogueira, Keiller, Penatti, Otávio A.B., dos Santos, Jefersson A.
Published in Pattern recognition (01.01.2017)
Published in Pattern recognition (01.01.2017)
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Journal Article
Fully convolutional open set segmentation
Oliveira, Hugo, Silva, Caio, Machado, Gabriel L. S., Nogueira, Keiller, dos Santos, Jefersson A.
Published in Machine learning (01.05.2023)
Published in Machine learning (01.05.2023)
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Journal Article
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
From 3D to 2D: Transferring knowledge for rib segmentation in chest X-rays
Oliveira, Hugo, Mota, Virginia, Machado, Alexei M.C., dos Santos, Jefersson A.
Published in Pattern recognition letters (01.12.2020)
Published in Pattern recognition letters (01.12.2020)
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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
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
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
Do deep features generalize from everyday objects to remote sensing and aerial scenes domains?
Penatti, Otavio A. B., Nogueira, Keiller, dos Santos, Jefersson A.
Published in 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2015)
Published in 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2015)
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Conference Proceeding
Journal Article