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ORCIDHugo N. Oliveira 0001
Person information
- affiliation: University of São Paulo, Institute of Mathematics and Statistics (IME), Brazil
- affiliation: Federal University of Minas Gerais, Belo Horizonte, Brazil
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2020 – today
- 2024
[j14]Ian Monteiro Nunes
, Matheus Barros Pereira, Hugo N. Oliveira, Jefersson A. dos Santos:
FuSC: Fusing Superpixels for Improved Semantic Consistency. IEEE Access 12: 20232-20250 (2024)- [j13]Cristiano N. Rodrigues, Ian Monteiro Nunes, Matheus Barros Pereira, Hugo N. Oliveira, Jefersson A. dos Santos:
From superpixels to foundational models: An overview of unsupervised and generalizable image segmentation. Comput. Graph. 123: 104014 (2024) - [j12]Hugo N. Oliveira, Pedro H. T. Gama, Isabelle Bloch, Roberto Marcondes Cesar Jr.:
Meta-learners for few-shot weakly-supervised medical image segmentation. Pattern Recognit. 153: 110471 (2024) - [c15]Mateus Pinto da Silva, Mariana Albuquerque Reynaud Schaefer, Hugo N. Oliveira, Julio C. S. Reis, Ian Monteiro Nunes, Jefersson A. dos Santos:
Learning Visual Patterns in Remote Sensing: An Overview of Agricultural Applications. SIBGRAPI 2024: 1-6 - 2023
- [j11]Pedro Henrique Targino Gama, Hugo N. Oliveira, Jefersson A. dos Santos, Roberto M. Cesar:
An overview on Meta-learning approaches for Few-shot Weakly-supervised Segmentation. Comput. Graph. 113: 77-88 (2023) - [j10]Ian Nunes, Camila Laranjeira, Hugo N. Oliveira, Jefersson A. dos Santos:
A systematic review on open-set segmentation. Comput. Graph. 115: 296-308 (2023) - [j9]Thiago M. Carvalho, Jorge Andres Chamorro Martinez, Hugo N. Oliveira, Jefersson A. dos Santos, Raul Queiroz Feitosa:
Outlier Exposure for Open Set Crop Recognition From Multitemporal Image Sequences. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j8]Hugo N. Oliveira, Caio C. V. da Silva, Gabriel L. S. Machado, Keiller Nogueira, Jefersson A. dos Santos:
Fully convolutional open set segmentation. Mach. Learn. 112(5): 1733-1784 (2023) - [j7]Pedro H. T. Gama, Hugo N. Oliveira, José Marcato Junior, Jefersson A. dos Santos:
Weakly Supervised Few-Shot Segmentation via Meta-Learning. IEEE Trans. Multim. 25: 1784-1797 (2023) - [c14]Arthur B. A. Pinto, Jefersson A. dos Santos, Hugo N. Oliveira, Alexei M. C. Machado:
CoDA-Few: Few Shot Domain Adaptation for Medical Image Semantic Segmentation. VISIGRAPP (4: VISAPP) 2023: 715-726 - [i10]Hugo N. Oliveira, Pedro H. T. Gama, Isabelle Bloch, Roberto Marcondes Cesar Jr.:
Meta-Learners for Few-Shot Weakly-Supervised Medical Image Segmentation. CoRR abs/2305.06912 (2023) - 2022
- [j6]Jorge Andres Chamorro Martinez, Hugo N. Oliveira, Jefersson A. dos Santos, Raul Queiroz Feitosa:
Open Set Semantic Segmentation for Multitemporal Crop Recognition. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j5]Bruno A. A. Monteiro, Hugo N. Oliveira, Jefersson A. dos Santos:
Self-Supervised Learning for Seismic Image Segmentation From Few-Labeled Samples. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [c13]Ian Nunes, Matheus Barros Pereira, Hugo N. Oliveira, Jefersson A. dos Santos, Marcus Poggi:
Conditional Reconstruction for Open-Set Semantic Segmentation. ICIP 2022: 946-950 - [c12]Hugo N. Oliveira, Roberto M. Cesar Jr., Pedro H. T. Gama, Jefersson A. dos Santos:
Domain Generalization in Medical Image Segmentation via Meta-Learners. SIBGRAPI 2022: 288-293 - [c11]Ian Nunes, Marcus Poggi, Hugo N. Oliveira, Matheus Barros Pereira, Jefersson A. dos Santos:
Deep Open-Set Segmentation in Visual Learning. SIBGRAPI 2022: 314-319 - [i9]Ian Nunes, Matheus Barros Pereira, Hugo N. Oliveira, Jefersson A. dos Santos, Marcus Poggi:
Conditional Reconstruction for Open-set Semantic Segmentation. CoRR abs/2203.01368 (2022) - [i8]Ian Nunes, Matheus Barros Pereira, Hugo N. Oliveira, Jefersson A. dos Santos, Marcus Poggi:
FuSS: Fusing Superpixels for Improved Segmentation Consistency. CoRR abs/2206.02714 (2022) - 2021
- [j4]Gabriel L. S. Machado, Edemir Ferreira, Keiller Nogueira, Hugo N. Oliveira, Matheus Brito, Pedro Henrique Targino Gama, Jefersson Alex dos Santos:
AiRound and CV-BrCT: Novel Multiview Datasets for Scene Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 488-503 (2021) - [c10]Marcos Vendramini, Hugo N. Oliveira, Alexei M. C. Machado, Jefersson A. dos Santos:
Opening Deep Neural Networks With Generative Models. ICIP 2021: 1314-1318 - [c9]Pedro H. T. Gama, Hugo N. Oliveira, Jefersson A. dos Santos:
Learning to Segment Medical Images from Few-Shot Sparse Labels. SIBGRAPI 2021: 89-96 - [c8]Hugo N. Oliveira, Larissa de O. Penteado, José Luiz Maciel, Suely Fazio Ferraciolli, Marcelo Straus Takahashi, Isabelle Bloch, Roberto Marcondes Cesar Junior:
Automatic Segmentation of Posterior Fossa Structures in Pediatric Brain MRIs. SIBGRAPI 2021: 121-128 - [i7]Marcos Vendramini, Hugo N. Oliveira, Alexei M. C. Machado, Jefersson A. dos Santos:
Opening Deep Neural Networks with Generative Models. CoRR abs/2105.10013 (2021) - [i6]Pedro H. T. Gama, Hugo N. Oliveira, Jefersson A. dos Santos:
Learning to Segment Medical Images from Few-Shot Sparse Labels. CoRR abs/2108.05476 (2021) - [i5]Pedro H. T. Gama, Hugo N. Oliveira, José Marcato Junior, Jefersson A. dos Santos:
Weakly Supervised Few-Shot Segmentation Via Meta-Learning. CoRR abs/2109.01693 (2021) - 2020
- [j3]Hugo N. Oliveira, Edemir Ferreira, Jefersson A. dos Santos:
Truly Generalizable Radiograph Segmentation With Conditional Domain Adaptation. IEEE Access 8: 84037-84062 (2020) - [j2]Virgínia Fernandes Mota, Hugo Neves de Oliveira, Sérgio Scalzo, Dalton Dittz, Reginaldo J. Santos, Jefersson A. dos Santos, Arnaldo de Albuquerque Araújo:
From video pornography to cancer cells: a tensor framework for spatiotemporal description. Multim. Tools Appl. 79(19-20): 13919-13949 (2020) - [j1]Hugo Neves de Oliveira, Virgínia Fernandes Mota, Alexei Manso Corrêa Machado, Jefersson A. dos Santos:
From 3D to 2D: Transferring knowledge for rib segmentation in chest X-rays. Pattern Recognit. Lett. 140: 10-17 (2020) - [i4]Caio C. V. da Silva, Keiller Nogueira, Hugo N. Oliveira, Jefersson A. dos Santos:
Towards Open-Set Semantic Segmentation of Aerial Images. CoRR abs/2001.10063 (2020) - [i3]Hugo N. Oliveira, Caio C. V. da Silva, Gabriel L. S. Machado, Keiller Nogueira, Jefersson A. dos Santos:
Fully Convolutional Open Set Segmentation. CoRR abs/2006.14673 (2020) - [i2]Gabriel L. S. Machado, Edemir Ferreira, Keiller Nogueira, Hugo N. Oliveira, Pedro H. T. Gama, Jefersson A. dos Santos:
AiRound and CV-BrCT: Novel Multi-View Datasets for Scene Classification. CoRR abs/2008.01133 (2020)
2010 – 2019
- 2019
- [c7]Arnaldo Gualberto de Andrade e Silva, Herman Martins Gomes, Hugo Neves de Oliveira, Paulo R. B. Lins, Diego F. S. Lima, Leonardo Vidal Batista:
BioPass-UFPB: a Novel Multibiometric Database. ICB 2019: 1-4 - [i1]Hugo N. Oliveira, Edemir Ferreira, Jefersson A. dos Santos:
Conditional Domain Adaptation GANs for Biomedical Image Segmentation. CoRR abs/1901.05553 (2019) - 2018
- [c6]Edemir Ferreira, Hugo N. Oliveira, Mário Sérgio Alvim, Jefersson Alex dos Santos:
A Comparative Study on Unsupervised Domain Adaptation for Coffee Crop Mapping. CIARP 2018: 72-80 - [c5]Hugo Neves de Oliveira, Claudio Saliba de Avelar, Alexei Manso Corrêa Machado, Arnaldo de Albuquerque Araújo, Jefersson Alex dos Santos:
Exploring Deep-Based Approaches for Semantic Segmentation of Mammographic Images. CIARP 2018: 690-698 - [c4]Hugo N. Oliveira, Jefersson A. dos Santos:
Deep Transfer Learning for Segmentation of Anatomical Structures in Chest Radiographs. SIBGRAPI 2018: 204-211 - 2016
- [c3]Hugo Neves de Oliveira, Jefersson Alex dos Santos, Matheus C. de Melo, Thaís Gaudencio do Rêgo, Leonardo Vidal Batista:
Information Theory-Based Detection of Noisy Bit Planes in Medical Images. SIBGRAPI 2016: 32-39 - 2013
- [c2]Glauco de Sousa e Silva, Ana Paula Nunes Guimarães, Hugo Neves de Oliveira, Tatiana Aires Tavares, Eudisley Gomes dos Anjos:
Systematic Mapping of Architectures for Telemedicine Systems. ICCSA (3) 2013: 214-229 - 2012
- [c1]Elenilson Vieira da Silva Filho, Glauco de Sousa e Silva, Hugo Neves de Oliveira, Anderson Vinicius Alves Ferreira, Erick Augusto Gomes de Melo, Tatiana A. Tavares, Gustavo Henrique Matos Bezerra Motta, Guido Lemos de Souza Filho:
A Strategy of Multimedia Reflectors to Encryption and Codification in Real Time. ISM 2012: 278-285
Coauthor Index
aka: Pedro Henrique Targino Gama
aka: Roberto Marcondes Cesar Jr.
aka: Roberto M. Cesar Jr.
aka: Roberto M. Cesar
aka: Jefersson Alex dos Santos
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