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
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
Prototypical Contrastive Network for Imbalanced Aerial Image Segmentation
Nogueira, Keiller, Faita-Pinheiro, Mayara Maezano, Marques Ramos, Ana Paula, Goncalves, Wesley Nunes, Junior, Jose Marcato, Dos Santos, Jefersson A.
Published in 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (03.01.2024)
Published in 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (03.01.2024)
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Conference Proceeding
From video pornography to cancer cells: a tensor framework for spatiotemporal description
Mota, Virgínia F., de Oliveira, Hugo N., Scalzo, Sérgio, Dittz, Dalton, Santos, Reginaldo J., dos Santos, Jefersson A., Araújo, Arnaldo de A.
Published in Multimedia tools and applications (01.05.2020)
Published in Multimedia tools and applications (01.05.2020)
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Journal Article
Rank Aggregation for Pattern Classifier Selection in Remote Sensing Images
Faria, Fabio A., Pedronette, Daniel C. G., dos Santos, Jefersson A., Rocha, Anderson, Torres, Ricardo da S.
Published in IEEE journal of selected topics in applied earth observations and remote sensing (01.04.2014)
Published in IEEE journal of selected topics in applied earth observations and remote sensing (01.04.2014)
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Journal Article
Efficient and Effective Hierarchical Feature Propagation
dos Santos, Jefersson A., Penatti, Otavio A. B., Gosselin, Philippe-Henri, Falcao, Alexandre X., Philipp-Foliguet, Sylvie, Torres, Ricardo da S.
Published in IEEE journal of selected topics in applied earth observations and remote sensing (01.12.2014)
Published in IEEE journal of selected topics in applied earth observations and remote sensing (01.12.2014)
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Journal Article
Visual rhythm-based time series analysis for phenology studies
Almeida, Jurandy, dos Santos, Jefersson A., Alberton, Bruna C., Morellato, Leonor Patricia C., da S Torres, Ricardo
Published in 2013 IEEE International Conference on Image Processing (01.09.2013)
Published in 2013 IEEE International Conference on Image Processing (01.09.2013)
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Conference Proceeding
Superpixel-Based Interactive Classification of Very High Resolution Images
Vargas, John E., Saito, Priscila T. M., Falcao, Alexandre X., De Rezende, Pedro J., Dos Santos, Jefersson A.
Published in 2014 27th SIBGRAPI Conference on Graphics, Patterns and Images (01.08.2014)
Published in 2014 27th SIBGRAPI Conference on Graphics, Patterns and Images (01.08.2014)
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Conference Proceeding
Journal Article