2022
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Pereira, Matheus Barros; Nunes, Ian; Oliveira, Hugo; Santos, Jefersson Alex Dos; Poggi, Marcus Conditional Reconstruction for Open-Set Semantic Segmentation Journal Article 2022 IEEE International Conference on Image Processing (ICIP), pp. 946-950, 2022. BibTeX | Tags: @article{Nunes2022b,
title = {Conditional Reconstruction for Open-Set Semantic Segmentation},
author = {Matheus Barros Pereira and Ian Nunes and Hugo Oliveira and Jefersson Alex Dos Santos and Marcus Poggi},
year = {2022},
date = {2022-10-16},
journal = {2022 IEEE International Conference on Image Processing (ICIP)},
pages = {946-950},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Monteiro, Bruno; de Oliveira, Hugo Neves; Santos, Jefersson Alex Dos Self-Supervised Learning for Seismic Image Segmentation From Few-Labeled Samples Journal Article IEEE Geoscience and Remote Sensing Letters, 19 , pp. 1-5, 2022. BibTeX | Tags: @article{Monteiro2022,
title = {Self-Supervised Learning for Seismic Image Segmentation From Few-Labeled Samples},
author = {Bruno Monteiro and Hugo Neves de Oliveira and Jefersson Alex Dos Santos},
year = {2022},
date = {2022-07-12},
journal = {IEEE Geoscience and Remote Sensing Letters},
volume = {19},
pages = {1-5},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Laranjeira, Camila; Macedo, João; Avila, Sandra; Santos, Jefersson Alex Dos Seeing without Looking: Analysis Pipeline for Child Sexual Abuse Datasets Journal Article 2022 ACM Conference on Fairness, Accountability, and Transparency, pp. 2189-2205, 2022. BibTeX | Tags: @article{daSilva2022,
title = {Seeing without Looking: Analysis Pipeline for Child Sexual Abuse Datasets},
author = {Camila Laranjeira and João Macedo and Sandra Avila and Jefersson Alex Dos Santos},
year = {2022},
date = {2022-06-21},
journal = {2022 ACM Conference on Fairness, Accountability, and Transparency},
pages = {2189-2205},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Nunes, Ian; Pereira, Matheus Barros; Oliveira, Hugo; Santos, Jefersson Alex Dos; Poggi, Marcus FuSS: Fusing Superpixels for Improved Segmentation Consistency Journal Article arXiv preprint arXiv:2206.02714, 2022. BibTeX | Tags: @article{Nunes2022,
title = {FuSS: Fusing Superpixels for Improved Segmentation Consistency},
author = {Ian Nunes and Matheus Barros Pereira and Hugo Oliveira and Jefersson Alex Dos Santos and Marcus Poggi},
year = {2022},
date = {2022-06-14},
journal = {arXiv preprint arXiv:2206.02714},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Machado, Gabriel; Nogueira, Keiller; Pereira, Matheus Barros; Santos, Jefersson Alex Dos Facing the Void: Overcoming Missing Data in Multi-View Imagery Journal Article arXiv preprint arXiv:2205.10592, 2022. BibTeX | Tags: @article{Machado2022,
title = {Facing the Void: Overcoming Missing Data in Multi-View Imagery},
author = {Gabriel Machado and Keiller Nogueira and Matheus Barros Pereira and Jefersson Alex Dos Santos},
year = {2022},
date = {2022-05-14},
journal = {arXiv preprint arXiv:2205.10592},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Liesenberg, Veraldo; Estrabis, Nayara Vasconcelos; Junior, José Marcato; Gomes, Alessandra Rodrigues; Paes, Rafael Lemos; Pabón, Rosa Elvira Correa; Santos, Jefersson Alex Dos The IEEE GRSS Brazil Chapter: 2020 Activities [Chapters] Journal Article IEEE Geoscience and Remote Sensing Magazine, 10 (1), pp. 354-360, 2022. BibTeX | Tags: @article{Liesenberg2022,
title = {The IEEE GRSS Brazil Chapter: 2020 Activities [Chapters]},
author = {Veraldo Liesenberg and Nayara Vasconcelos Estrabis and José Marcato Junior and Alessandra Rodrigues Gomes and Rafael Lemos Paes and Rosa Elvira Correa Pabón and Jefersson Alex Dos Santos},
year = {2022},
date = {2022-04-28},
journal = {IEEE Geoscience and Remote Sensing Magazine},
volume = {10},
number = {1},
pages = {354-360},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Gama, Pedro Henrique Targino; de Oliveira, Hugo Neves; Marcato, Jose; Santos, Jefersson Alex Dos Weakly Supervised Few-Shot Segmentation Via Meta-Learning Journal Article IEEE Transactions on Multimedia, 2022. BibTeX | Tags: @article{Gama2022,
title = {Weakly Supervised Few-Shot Segmentation Via Meta-Learning},
author = {Pedro Henrique Targino Gama and Hugo Neves de Oliveira and Jose Marcato and Jefersson Alex Dos Santos},
year = {2022},
date = {2022-03-29},
journal = {IEEE Transactions on Multimedia},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
2021
|
Cunha, Higor Souza; Sclauser, Brenda Santana; Wildemberg, Pedro Fonseca; Fernandes, Eduardo Augusto Militão; Santos, Jefersson Alex Dos; de Lage, Mariana Oliveira; Lorenz, Camila; Barbosa, Gerson Laurindo; Quintanilha, José Alberto; Neto, Francisco Chiaravalloti Water tank and swimming pool detection based on remote sensing and deep learning: Relationship with socioeconomic level and applications in dengue control Journal Article (Public Library of Science) Plos one , 16 (12), pp. e0258681, 2021. BibTeX | Tags: @article{Cunha2021,
title = {Water tank and swimming pool detection based on remote sensing and deep learning: Relationship with socioeconomic level and applications in dengue control},
author = {Higor Souza Cunha and Brenda Santana Sclauser and Pedro Fonseca Wildemberg and Eduardo Augusto Militão Fernandes and Jefersson Alex Dos Santos and Mariana de Oliveira Lage and Camila Lorenz and Gerson Laurindo Barbosa and José Alberto Quintanilha and Francisco Chiaravalloti Neto },
year = {2021},
date = {2021-12-09},
journal = {(Public Library of Science) Plos one },
volume = {16},
number = {12},
pages = {e0258681},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Gama, Pedro HT; de Oliveira, Hugo N; Santos, Jefersson Alex Dos Learning to Segment Medical Images from Few-Shot Sparse Labels Journal Article arXiv preprint arXiv:2108.05476, pp. 89-96, 2021. BibTeX | Tags: @article{gama2021learning,
title = {Learning to Segment Medical Images from Few-Shot Sparse Labels},
author = {Pedro HT Gama and Hugo N de Oliveira and Jefersson Alex Dos Santos },
year = {2021},
date = {2021-10-18},
journal = {arXiv preprint arXiv:2108.05476},
pages = {89-96},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Pereira, Matheus Barros; Santos, Jefersson Alex Dos ChessMix: Spatial Context Data Augmentation for Remote Sensing Semantic Segmentation Journal Article 2021 34th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), pp. 278-285, 2021. BibTeX | Tags: @article{Pereira2021b,
title = {ChessMix: Spatial Context Data Augmentation for Remote Sensing Semantic Segmentation},
author = {Matheus Barros Pereira and Jefersson Alex Dos Santos},
year = {2021},
date = {2021-10-18},
journal = {2021 34th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI)},
pages = {278-285},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
de Oliveira, Hugo N; de Araújo, Arnaldo A; Santos, Jefersson Alex Dos Semantic segmentation with multi-source domain adaptation for radiological images Journal Article Anais Estendidos do XXXIV Conference on Graphics, Patterns and Images, pp. 98-104, 2021. BibTeX | Tags: @article{Oliveira2021b,
title = {Semantic segmentation with multi-source domain adaptation for radiological images},
author = {Hugo N de Oliveira and Arnaldo A de Araújo and Jefersson Alex Dos Santos },
year = {2021},
date = {2021-10-18},
journal = {Anais Estendidos do XXXIV Conference on Graphics, Patterns and Images},
pages = {98-104},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Martinez, Chamorro; A., Jorge; Oliveira, Hugo; Santos, Jefersson Alex Dos; Feitosa, Raul Queiroz Open Set Semantic Segmentation for Multitemporal Crop Recognition Journal Article IEEE Geoscience and Remote Sensing Letters, 19 , pp. 1-5, 2021. BibTeX | Tags: @article{Martinez2021,
title = {Open Set Semantic Segmentation for Multitemporal Crop Recognition},
author = {Chamorro Martinez and Jorge A. and Hugo Oliveira and Jefersson Alex Dos Santos and Raul Queiroz Feitosa },
year = {2021},
date = {2021-10-05},
journal = {IEEE Geoscience and Remote Sensing Letters},
volume = {19},
pages = {1-5},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Vendramini, Marcos; Oliveira, Hugo; Machado, Alexei; dos Santos, Jefersson A Opening Deep Neural Networks with Generative Models Journal Article arXiv preprint arXiv:2105.10013, 2021. BibTeX | Tags: @article{vendramini2021opening,
title = {Opening Deep Neural Networks with Generative Models},
author = {Marcos Vendramini and Hugo Oliveira and Alexei Machado and Jefersson A dos Santos},
year = {2021},
date = {2021-09-19},
journal = {arXiv preprint arXiv:2105.10013},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Nogueira, Keiller; Chanussot, Jocelyn; Mura, Mauro Dalla; Santos, Jefersson Dos A An introduction to deep morphological networks Journal Article IEEE Access, 2021. BibTeX | Tags: @article{nogueira2021introduction,
title = {An introduction to deep morphological networks},
author = {Keiller Nogueira and Jocelyn Chanussot and Mauro Dalla Mura and Jefersson A Dos Santos},
year = {2021},
date = {2021-01-01},
journal = {IEEE Access},
publisher = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Oliveira, Hugo; Silva, Caio; Machado, Gabriel LS; Nogueira, Keiller; dos Santos, Jefersson A Fully convolutional open set segmentation Journal Article Machine Learning, pp. 1–52, 2021. BibTeX | Tags: @article{oliveira2021fully,
title = {Fully convolutional open set segmentation},
author = {Hugo Oliveira and Caio Silva and Gabriel LS Machado and Keiller Nogueira and Jefersson A dos Santos},
year = {2021},
date = {2021-01-01},
journal = {Machine Learning},
pages = {1--52},
publisher = {Springer US},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Osco, Lucas Prado; Nogueira, Keiller; Ramos, Ana Paula Marques; Pinheiro, Mayara Maezano Faita; Furuya, Danielle Elis Garcia; ç, Wesley Nunes Gon; de Jorge, Lucio Andre Castro; Junior, José Marcato; dos Santos, Jefersson Alex Semantic segmentation of citrus-orchard using deep neural networks and multispectral UAV-based imagery Journal Article Precision Agriculture, 22 , pp. 1171-1188, 2021. BibTeX | Tags: @article{osco2021semantic,
title = {Semantic segmentation of citrus-orchard using deep neural networks and multispectral UAV-based imagery},
author = {Lucas Prado Osco and Keiller Nogueira and Ana Paula Marques Ramos and Mayara Maezano Faita Pinheiro and Danielle Elis Garcia Furuya and Wesley Nunes Gon{ç}alves and Lucio Andre de Castro Jorge and José Marcato Junior and Jefersson Alex dos Santos},
year = {2021},
date = {2021-01-01},
journal = {Precision Agriculture},
volume = {22},
pages = {1171-1188},
publisher = {Springer US},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Pereira, Erico M; da Torres, Ricardo S; dos Santos, Jefersson A A genetic algorithm approach for image representation learning through color quantization Journal Article Multimedia Tools and Applications, 80 (10), pp. 15315–15350, 2021. BibTeX | Tags: @article{pereira2021genetic,
title = {A genetic algorithm approach for image representation learning through color quantization},
author = {Erico M Pereira and Ricardo S da Torres and Jefersson A dos Santos},
year = {2021},
date = {2021-01-01},
journal = {Multimedia Tools and Applications},
volume = {80},
number = {10},
pages = {15315--15350},
publisher = {Springer US},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Martins, José Augusto Correa; Nogueira, Keiller; Osco, Lucas Prado; Gomes, Felipe David Georges; Furuya, Danielle Elis Garcia; ç, Wesley Nunes Gon; Sant’Ana, Diego André; Ramos, Ana Paula Marques; Liesenberg, Veraldo; dos Santos, Jefersson Alex; others, Semantic segmentation of tree-canopy in urban environment with pixel-wise deep learning Journal Article Remote Sensing, 13 (16), pp. 3054, 2021. BibTeX | Tags: @article{martins2021semantic,
title = {Semantic segmentation of tree-canopy in urban environment with pixel-wise deep learning},
author = {José Augusto Correa Martins and Keiller Nogueira and Lucas Prado Osco and Felipe David Georges Gomes and Danielle Elis Garcia Furuya and Wesley Nunes Gon{ç}alves and Diego André Sant’Ana and Ana Paula Marques Ramos and Veraldo Liesenberg and Jefersson Alex dos Santos and others},
year = {2021},
date = {2021-01-01},
journal = {Remote Sensing},
volume = {13},
number = {16},
pages = {3054},
publisher = {Multidisciplinary Digital Publishing Institute},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Gama, Pedro HT; Oliveira, Hugo; dos Santos, Jefersson A Weakly Supervised Medical Image Segmentation Journal Article arXiv preprint arXiv:2108.05476, 2021. BibTeX | Tags: @article{gama2021weakly,
title = {Weakly Supervised Medical Image Segmentation},
author = {Pedro HT Gama and Hugo Oliveira and Jefersson A dos Santos},
year = {2021},
date = {2021-01-01},
journal = {arXiv preprint arXiv:2108.05476},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Pereira, Matheus Barros; dos Santos, Jefersson Alex ChessMix: Spatial Context Data Augmentation for Remote Sensing Semantic Segmentation Journal Article arXiv e-prints, pp. arXiv–2108, 2021. BibTeX | Tags: @article{barros2021chessmix,
title = {ChessMix: Spatial Context Data Augmentation for Remote Sensing Semantic Segmentation},
author = {Matheus Barros Pereira and Jefersson Alex dos Santos},
year = {2021},
date = {2021-01-01},
journal = {arXiv e-prints},
pages = {arXiv--2108},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
2020
|
Oliveira, Hugo N; Ferreira, Edemir; Santos, Jefersson Dos A Truly generalizable radiograph segmentation with conditional domain adaptation Journal Article IEEE Access, 8 , pp. 84037–84062, 2020. BibTeX | Tags: @article{oliveira2020truly,
title = {Truly generalizable radiograph segmentation with conditional domain adaptation},
author = {Hugo N Oliveira and Edemir Ferreira and Jefersson A Dos Santos},
year = {2020},
date = {2020-01-01},
journal = {IEEE Access},
volume = {8},
pages = {84037--84062},
publisher = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
da Silva, Caio CV; Nogueira, Keiller; Oliveira, Hugo N; dos Santos, Jefersson A Towards open-set semantic segmentation of aerial images Inproceedings 2020 IEEE Latin American GRSS & ISPRS Remote Sensing Conference (LAGIRS), pp. 16–21, IEEE 2020. BibTeX | Tags: @inproceedings{da2020towards,
title = {Towards open-set semantic segmentation of aerial images},
author = {Caio CV da Silva and Keiller Nogueira and Hugo N Oliveira and Jefersson A dos Santos},
year = {2020},
date = {2020-01-01},
booktitle = {2020 IEEE Latin American GRSS & ISPRS Remote Sensing Conference (LAGIRS)},
pages = {16--21},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Mota, Virginia F; de Oliveira, Hugo N; Scalzo, Sergio; Dittz, Dalton; Santos, Reginaldo J; dos Santos, Jefersson A; de Araujo, Arnaldo A From video pornography to cancer cells: a tensor framework for spatiotemporal description Journal Article Multimedia Tools and Applications, 79 (19), pp. 13919–13949, 2020. BibTeX | Tags: @article{mota2020video,
title = {From video pornography to cancer cells: a tensor framework for spatiotemporal description},
author = {Virginia F Mota and Hugo N de Oliveira and Sergio Scalzo and Dalton Dittz and Reginaldo J Santos and Jefersson A dos Santos and Arnaldo A de Araujo},
year = {2020},
date = {2020-01-01},
journal = {Multimedia Tools and Applications},
volume = {79},
number = {19},
pages = {13919--13949},
publisher = {Springer US},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Ferreira, Edemir; Brito, Matheus; Balaniuk, Remis; Alvim, Mário S; dos Santos, Jefersson A BrazilDAM: A benchmark dataset for tailings dam detection Inproceedings 2020 IEEE Latin American GRSS & ISPRS Remote Sensing Conference (LAGIRS), pp. 339–344, IEEE 2020. BibTeX | Tags: @inproceedings{ferreira2020brazildam,
title = {BrazilDAM: A benchmark dataset for tailings dam detection},
author = {Edemir Ferreira and Matheus Brito and Remis Balaniuk and Mário S Alvim and Jefersson A dos Santos},
year = {2020},
date = {2020-01-01},
booktitle = {2020 IEEE Latin American GRSS & ISPRS Remote Sensing Conference (LAGIRS)},
pages = {339--344},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Pereira, Matheus Barros; dos Santos, Jefersson Alex An End-to-end Framework For Low-Resolution Remote Sensing Semantic Segmentation Journal Article arXiv e-prints, pp. arXiv–2003, 2020. BibTeX | Tags: @article{barros2020end,
title = {An End-to-end Framework For Low-Resolution Remote Sensing Semantic Segmentation},
author = {Matheus Barros Pereira and Jefersson Alex dos Santos},
year = {2020},
date = {2020-01-01},
journal = {arXiv e-prints},
pages = {arXiv--2003},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
'i, Juan FH Albarrac; Oliveira, Rafael S; Hirota, Marina; dos Santos, Jefersson A; da Torres, Ricardo S A Soft Computing Approach for Selecting and Combining Spectral Bands Journal Article Remote Sensing, 12 (14), pp. 2267, 2020. BibTeX | Tags: @article{albarracin2020soft,
title = {A Soft Computing Approach for Selecting and Combining Spectral Bands},
author = {Juan FH Albarrac{'i}n and Rafael S Oliveira and Marina Hirota and Jefersson A dos Santos and Ricardo S da Torres},
year = {2020},
date = {2020-01-01},
journal = {Remote Sensing},
volume = {12},
number = {14},
pages = {2267},
publisher = {Multidisciplinary Digital Publishing Institute},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Machado, Gabriel; Ferreira, Edemir; Nogueira, Keiller; Oliveira, Hugo; Brito, Matheus; Gama, Pedro Henrique Targino; dos Santos, Jefersson Alex AiRound and CV-BrCT: Novel Multiview Datasets for Scene Classification Journal Article IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 14 , pp. 488–503, 2020. BibTeX | Tags: @article{machado2020airound,
title = {AiRound and CV-BrCT: Novel Multiview Datasets for Scene Classification},
author = {Gabriel Machado and Edemir Ferreira and Keiller Nogueira and Hugo Oliveira and Matheus Brito and Pedro Henrique Targino Gama and Jefersson Alex dos Santos},
year = {2020},
date = {2020-01-01},
journal = {IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing},
volume = {14},
pages = {488--503},
publisher = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Oliveira, Hugo; Mota, Virginia; Machado, Alexei MC; dos Santos, Jefersson A From 3D to 2D: Transferring knowledge for rib segmentation in chest X-rays Journal Article Pattern Recognition Letters, 140 , pp. 10–17, 2020. BibTeX | Tags: @article{oliveira20203d,
title = {From 3D to 2D: Transferring knowledge for rib segmentation in chest X-rays},
author = {Hugo Oliveira and Virginia Mota and Alexei MC Machado and Jefersson A dos Santos},
year = {2020},
date = {2020-01-01},
journal = {Pattern Recognition Letters},
volume = {140},
pages = {10--17},
publisher = {North-Holland},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Morellato, Patricia; Alberton, Bruna; Streher, Annia S; Mariano, Greice; dos Santos, Jefersson; Jr, JG Almeida; Silva, TS; da Torres, Ricardo Silva Integrating time and space in tropical phenology to track climate change Inproceedings AGU Fall Meeting Abstracts, pp. B051–0001, 2020. BibTeX | Tags: @inproceedings{morellato2020integrating,
title = {Integrating time and space in tropical phenology to track climate change},
author = {Patricia Morellato and Bruna Alberton and Annia S Streher and Greice Mariano and Jefersson dos Santos and JG Almeida Jr and TS Silva and Ricardo da Silva Torres},
year = {2020},
date = {2020-01-01},
booktitle = {AGU Fall Meeting Abstracts},
volume = {2020},
pages = {B051--0001},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Barros, Pedro H; Queiroz, Fabiane; Figueredo, Flavio; dos Santos, Jefersson A; Ramos, Heitor S A New Similarity Space Tailored for Supervised Deep Metric Learning Journal Article arXiv preprint arXiv:2011.08325, 2020. BibTeX | Tags: @article{barros2020new,
title = {A New Similarity Space Tailored for Supervised Deep Metric Learning},
author = {Pedro H Barros and Fabiane Queiroz and Flavio Figueredo and Jefersson A dos Santos and Heitor S Ramos},
year = {2020},
date = {2020-01-01},
journal = {arXiv preprint arXiv:2011.08325},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Nogueira, Keiller; Machado, Gabriel LS; Gama, Pedro HT; da Silva, Caio CV; Balaniuk, Remis; dos Santos, Jefersson A Facing erosion identification in railway lines using pixel-wise deep-based approaches Journal Article Remote Sensing, 12 (4), pp. 739, 2020. BibTeX | Tags: @article{nogueira2020facing,
title = {Facing erosion identification in railway lines using pixel-wise deep-based approaches},
author = {Keiller Nogueira and Gabriel LS Machado and Pedro HT Gama and Caio CV da Silva and Remis Balaniuk and Jefersson A dos Santos},
year = {2020},
date = {2020-01-01},
journal = {Remote Sensing},
volume = {12},
number = {4},
pages = {739},
publisher = {Multidisciplinary Digital Publishing Institute},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Caetano, Carlos; dos Santos, Jefersson Alex; Schwartz, William Robson Motion-based representations for activity recognition Inproceedings Anais Estendidos do XXXIII Conference on Graphics, Patterns and Images, pp. 84–90, SBC 2020. BibTeX | Tags: @inproceedings{caetano2020motion,
title = {Motion-based representations for activity recognition},
author = {Carlos Caetano and Jefersson Alex dos Santos and William Robson Schwartz},
year = {2020},
date = {2020-01-01},
booktitle = {Anais Estendidos do XXXIII Conference on Graphics, Patterns and Images},
pages = {84--90},
organization = {SBC},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Nogueira, Keiller; Schwartz, William Robson; dos Santos, Jefersson Alex Going deep into remote sensing spatial feature learning Inproceedings Anais Estendidos do XXXIII Conference on Graphics, Patterns and Images, pp. 98–104, SBC 2020. BibTeX | Tags: @inproceedings{nogueira2020going,
title = {Going deep into remote sensing spatial feature learning},
author = {Keiller Nogueira and William Robson Schwartz and Jefersson Alex dos Santos},
year = {2020},
date = {2020-01-01},
booktitle = {Anais Estendidos do XXXIII Conference on Graphics, Patterns and Images},
pages = {98--104},
organization = {SBC},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Liesenberg, Veraldo; Marcato, Jose; Feitosa, Raul Queiroz; Gomes, Alessandra Rodrigues; Santos, Jefersson Alex Dos; Paes, Rafael Lemos; Mitishita, Edson A; Tommaselli, Antonio MG; de Sombra, Fatima Sombra N; Frery, Alejandro C IEEE GRSS Brazil Chapter: Status and Activities in 2019 [Chapters] Journal Article IEEE Geoscience and Remote Sensing Magazine, 8 (4), pp. 144–151, 2020. BibTeX | Tags: @article{liesenberg2020ieee,
title = {IEEE GRSS Brazil Chapter: Status and Activities in 2019 [Chapters]},
author = {Veraldo Liesenberg and Jose Marcato and Raul Queiroz Feitosa and Alessandra Rodrigues Gomes and Jefersson Alex Dos Santos and Rafael Lemos Paes and Edson A Mitishita and Antonio MG Tommaselli and Fatima Sombra N de Sombra and Alejandro C Frery},
year = {2020},
date = {2020-01-01},
journal = {IEEE Geoscience and Remote Sensing Magazine},
volume = {8},
number = {4},
pages = {144--151},
publisher = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Fernandes, Eduardo; Wildemberg, Pedro; dos Santos, Jefersson Water Tanks and Swimming Pools Detection in Satellite Images: Exploiting Shallow and Deep-Based Strategies Inproceedings Anais do XVI Workshop de Vis~ao Computacional, pp. 117–122, SBC 2020. BibTeX | Tags: @inproceedings{fernandes2020water,
title = {Water Tanks and Swimming Pools Detection in Satellite Images: Exploiting Shallow and Deep-Based Strategies},
author = {Eduardo Fernandes and Pedro Wildemberg and Jefersson dos Santos},
year = {2020},
date = {2020-01-01},
booktitle = {Anais do XVI Workshop de Vis~ao Computacional},
pages = {117--122},
organization = {SBC},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2019
|
Nogueira, Keiller; dos Santos, Jefersson A; Menini, Nathalia; Silva, Thiago SF; Morellato, Leonor Patricia C; da Torres, Ricardo S Spatio-Temporal Vegetation Pixel Classification by Using Convolutional Networks Journal Article IEEE Geoscience and Remote Sensing Letters, 16 (10), pp. 1665–1669, 2019. BibTeX | Tags: @article{nogueira2019spatio,
title = {Spatio-Temporal Vegetation Pixel Classification by Using Convolutional Networks},
author = {Keiller Nogueira and Jefersson A dos Santos and Nathalia Menini and Thiago SF Silva and Leonor Patricia C Morellato and Ricardo S da Torres},
year = {2019},
date = {2019-01-01},
journal = {IEEE Geoscience and Remote Sensing Letters},
volume = {16},
number = {10},
pages = {1665--1669},
publisher = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
dos Santos, Jefersson Alex A Comparative Study on Unsupervised Domain Adaptation for Coffee Crop Mapping Inproceedings Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications: 23rd Iberoamerican Congress, CIARP 2018, Madrid, Spain, November 19-22, 2018, Proceedings, pp. 72, Springer 2019. BibTeX | Tags: @inproceedings{dos2019comparative,
title = {A Comparative Study on Unsupervised Domain Adaptation for Coffee Crop Mapping},
author = {Jefersson Alex dos Santos},
year = {2019},
date = {2019-01-01},
booktitle = {Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications: 23rd Iberoamerican Congress, CIARP 2018, Madrid, Spain, November 19-22, 2018, Proceedings},
volume = {11401},
pages = {72},
organization = {Springer},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Caetano, Carlos; Sena, Jessica; ç, Fran; Santos, Jefersson Dos A; Schwartz, William Robson Skelemotion: A new representation of skeleton joint sequences based on motion information for 3d action recognition Inproceedings 2019 16th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), pp. 1–8, IEEE 2019. BibTeX | Tags: @inproceedings{caetano2019skelemotion,
title = {Skelemotion: A new representation of skeleton joint sequences based on motion information for 3d action recognition},
author = {Carlos Caetano and Jessica Sena and Fran{ç}ois Brémond and Jefersson A Dos Santos and William Robson Schwartz},
year = {2019},
date = {2019-01-01},
booktitle = {2019 16th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)},
pages = {1--8},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Caetano, Carlos; de Melo, Victor HC; Bremond, Francois; dos Santos, Jefersson A; Schwartz, William Robson Magnitude-Orientation Stream network and depth information applied to activity recognition Journal Article Journal of Visual Communication and Image Representation, 63 , pp. 102596, 2019. BibTeX | Tags: @article{caetano2019magnitude,
title = {Magnitude-Orientation Stream network and depth information applied to activity recognition},
author = {Carlos Caetano and Victor HC de Melo and Francois Bremond and Jefersson A dos Santos and William Robson Schwartz},
year = {2019},
date = {2019-01-01},
journal = {Journal of Visual Communication and Image Representation},
volume = {63},
pages = {102596},
publisher = {Academic Press},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Nogueira, Keiller; Mura, Mauro Dalla; Chanussot, Jocelyn; Schwartz, William Robson; Santos, Jefersson Alex Dos Dynamic multicontext segmentation of remote sensing images based on convolutional networks Journal Article IEEE Transactions on Geoscience and Remote Sensing, 57 (10), pp. 7503–7520, 2019. BibTeX | Tags: @article{nogueira2019dynamic,
title = {Dynamic multicontext segmentation of remote sensing images based on convolutional networks},
author = {Keiller Nogueira and Mauro Dalla Mura and Jocelyn Chanussot and William Robson Schwartz and Jefersson Alex Dos Santos},
year = {2019},
date = {2019-01-01},
journal = {IEEE Transactions on Geoscience and Remote Sensing},
volume = {57},
number = {10},
pages = {7503--7520},
publisher = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
i, Virg; dos Santos, Jefersson A; de 'u, Arnaldo Ara A FASTensor: A tensor framework for spatiotemporal description Inproceedings Anais Estendidos da XXXII Conference on Graphics, Patterns and Images, pp. 28–34, SBC 2019. BibTeX | Tags: @inproceedings{mota2019fastensor,
title = {FASTensor: A tensor framework for spatiotemporal description},
author = {Virg{i}nia F Mota and Jefersson A dos Santos and Arnaldo A de Ara{'u}jo},
year = {2019},
date = {2019-01-01},
booktitle = {Anais Estendidos da XXXII Conference on Graphics, Patterns and Images},
pages = {28--34},
organization = {SBC},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Nogueira, Keiller; Cesar, Caio; Gama, Pedro HT; Machado, Gabriel LS; dos Santos, Jefersson A A tool for bridge detection in major infrastructure works using satellite images Inproceedings 2019 XV Workshop de Vis~ao Computacional (WVC), pp. 72–77, IEEE 2019. BibTeX | Tags: @inproceedings{nogueira2019tool,
title = {A tool for bridge detection in major infrastructure works using satellite images},
author = {Keiller Nogueira and Caio Cesar and Pedro HT Gama and Gabriel LS Machado and Jefersson A dos Santos},
year = {2019},
date = {2019-01-01},
booktitle = {2019 XV Workshop de Vis~ao Computacional (WVC)},
pages = {72--77},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Tavares, Eduardo A; da Torres, Ricardo S; dos Santos, Jefersson A Evaluating Deep Contextual Description of Superpixels for Detection in Aerial Images Inproceedings IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium, pp. 254–257, IEEE 2019. BibTeX | Tags: @inproceedings{tavares2019evaluating,
title = {Evaluating Deep Contextual Description of Superpixels for Detection in Aerial Images},
author = {Eduardo A Tavares and Ricardo S da Torres and Jefersson A dos Santos},
year = {2019},
date = {2019-01-01},
booktitle = {IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium},
pages = {254--257},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Pereira, Matheus B; dos Santos, Jefersson A How effective is super-resolution to improve dense labelling of coarse resolution imagery? Inproceedings 2019 32nd SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), pp. 202–209, IEEE 2019. BibTeX | Tags: @inproceedings{pereira2019effective,
title = {How effective is super-resolution to improve dense labelling of coarse resolution imagery?},
author = {Matheus B Pereira and Jefersson A dos Santos},
year = {2019},
date = {2019-01-01},
booktitle = {2019 32nd SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI)},
pages = {202--209},
organization = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
da Silva, Caio Cesar Viana; others, Open set semantic egmentation of remote sensing images Journal Article 2019. BibTeX | Tags: @article{da2019open,
title = {Open set semantic egmentation of remote sensing images},
author = {Caio Cesar Viana da Silva and others},
year = {2019},
date = {2019-01-01},
publisher = {Universidade Federal de Minas Gerais},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Pereira, Matheus Barros; others, Mapping the unseen: exploiting super-resolution for semantic segmentation in low-resolution images Journal Article 2019. BibTeX | Tags: @article{pereira2019mapping,
title = {Mapping the unseen: exploiting super-resolution for semantic segmentation in low-resolution images},
author = {Matheus Barros Pereira and others},
year = {2019},
date = {2019-01-01},
publisher = {Universidade Federal de Minas Gerais},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
2018
|
Nogueira, Keiller; Fadel, Samuel G; 'I, ; de Werneck, Rafael O; ~n, Javier AV Mu; Penatti, Otávio AB; Calumby, Rodrigo T; Li, Lin Tzy; dos Santos, Jefersson A; da Torres, Ricardo S Exploiting ConvNet diversity for flooding identification Journal Article IEEE Geoscience and Remote Sensing Letters, 15 (9), pp. 1446–1450, 2018. BibTeX | Tags: @article{nogueira2018exploiting,
title = {Exploiting ConvNet diversity for flooding identification},
author = {Keiller Nogueira and Samuel G Fadel and {'I}caro C Dourado and Rafael O de Werneck and Javier AV Mu{~n}oz and Otávio AB Penatti and Rodrigo T Calumby and Lin Tzy Li and Jefersson A dos Santos and Ricardo S da Torres},
year = {2018},
date = {2018-01-01},
journal = {IEEE Geoscience and Remote Sensing Letters},
volume = {15},
number = {9},
pages = {1446--1450},
publisher = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Caetano, Carlos; dos Santos, Jefersson A; Schwartz, William Robson Statistical Measures from Co-occurrence of Codewords for Action Recognition. Inproceedings VISIGRAPP (5: VISAPP), pp. 301–308, 2018. BibTeX | Tags: @inproceedings{caetano2018statistical,
title = {Statistical Measures from Co-occurrence of Codewords for Action Recognition.},
author = {Carlos Caetano and Jefersson A dos Santos and William Robson Schwartz},
year = {2018},
date = {2018-01-01},
booktitle = {VISIGRAPP (5: VISAPP)},
pages = {301--308},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Esmael, Agnaldo Aparecido; Santos, Jefersson Alex Dos; da Torres, Ricardo Silva On the ensemble of multiscale object-based classifiers for aerial images: a comparative study Journal Article Multimedia Tools and Applications, 77 (19), pp. 24565–24592, 2018. BibTeX | Tags: @article{esmael2018ensemble,
title = {On the ensemble of multiscale object-based classifiers for aerial images: a comparative study},
author = {Agnaldo Aparecido Esmael and Jefersson Alex Dos Santos and Ricardo da Silva Torres},
year = {2018},
date = {2018-01-01},
journal = {Multimedia Tools and Applications},
volume = {77},
number = {19},
pages = {24565--24592},
publisher = {Springer US},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Ferreira, Edemir; Alvim, Mário S; dos Santos, Jefersson A A Comparative Study on Unsupervised Domain Adaptation Approaches for Coffee Crop Mapping Journal Article arXiv preprint arXiv:1806.02400, 2018. BibTeX | Tags: @article{ferreira2018comparative,
title = {A Comparative Study on Unsupervised Domain Adaptation Approaches for Coffee Crop Mapping},
author = {Edemir Ferreira and Mário S Alvim and Jefersson A dos Santos},
year = {2018},
date = {2018-01-01},
journal = {arXiv preprint arXiv:1806.02400},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|