Hugo N. Oliveira

According to our database, Hugo N. Oliveira authored at least 33 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Meta-learners for few-shot weakly-supervised medical image segmentation.

Hugo N. Oliveira, Pedro H. T. Gama, Isabelle Bloch, Roberto Marcondes Cesar Jr.

Pattern Recognit., 2024

From superpixels to foundational models: An overview of unsupervised and generalizable image segmentation.

Cristiano N. Rodrigues, Ian Monteiro Nunes, Matheus Barros Pereira, Hugo N. Oliveira, Jefersson A. dos Santos

Comput. Graph., 2024

FuSC: Fusing Superpixels for Improved Semantic Consistency.

Ian Monteiro Nunes, Matheus Barros Pereira, Hugo N. Oliveira, Jefersson A. dos Santos

IEEE Access, 2024

Learning Visual Patterns in Remote Sensing: An Overview of Agricultural Applications.

Mateus Pinto da Silva, Mariana Albuquerque Reynaud Schaefer, Hugo N. Oliveira, Julio C. S. Reis, Ian Monteiro Nunes, Jefersson A. dos Santos

Proceedings of the 37th SIBGRAPI Conference on Graphics, Patterns and Images, 2024

2023

A systematic review on open-set segmentation.

Ian Nunes, Camila Laranjeira, Hugo N. Oliveira, Jefersson A. dos Santos

Comput. Graph., October, 2023

An overview on Meta-learning approaches for Few-shot Weakly-supervised Segmentation.

Pedro Henrique Targino Gama, Hugo N. Oliveira, Jefersson A. dos Santos, Roberto M. Cesar

Comput. Graph., June, 2023

Fully convolutional open set segmentation.

Hugo N. Oliveira, Caio C. V. da Silva, Gabriel L. S. Machado, Keiller Nogueira, Jefersson A. dos Santos

Mach. Learn., May, 2023

Weakly Supervised Few-Shot Segmentation via Meta-Learning.

Pedro H. T. Gama, Hugo N. Oliveira, José Marcato Junior, Jefersson A. dos Santos

IEEE Trans. Multim., 2023

Outlier Exposure for Open Set Crop Recognition From Multitemporal Image Sequences.

Thiago M. Carvalho, Jorge Andres Chamorro Martinez, Hugo N. Oliveira, Jefersson A. dos Santos, Raul Queiroz Feitosa

IEEE Geosci. Remote. Sens. Lett., 2023

CoDA-Few: Few Shot Domain Adaptation for Medical Image Semantic Segmentation.

Arthur B. A. Pinto, Jefersson A. dos Santos, Hugo N. Oliveira, Alexei M. C. Machado

Proceedings of the 18th International Joint Conference on Computer Vision, 2023

2022

Self-Supervised Learning for Seismic Image Segmentation From Few-Labeled Samples.

Bruno A. A. Monteiro, Hugo N. Oliveira, Jefersson A. dos Santos

IEEE Geosci. Remote. Sens. Lett., 2022

Open Set Semantic Segmentation for Multitemporal Crop Recognition.

Jorge Andres Chamorro Martinez, Hugo N. Oliveira, Jefersson A. dos Santos, Raul Queiroz Feitosa

IEEE Geosci. Remote. Sens. Lett., 2022

FuSS: Fusing Superpixels for Improved Segmentation Consistency.

Ian Nunes, Matheus Barros Pereira, Hugo N. Oliveira, Jefersson A. dos Santos, Marcus Poggi

CoRR, 2022

Domain Generalization in Medical Image Segmentation via Meta-Learners.

Hugo N. Oliveira, Roberto M. Cesar Jr., Pedro H. T. Gama, Jefersson A. dos Santos

Proceedings of the 35th SIBGRAPI Conference on Graphics, Patterns and Images, 2022

Deep Open-Set Segmentation in Visual Learning.

Ian Nunes, Marcus Poggi, Hugo N. Oliveira, Matheus Barros Pereira, Jefersson A. dos Santos

Proceedings of the 35th SIBGRAPI Conference on Graphics, Patterns and Images, 2022

Conditional Reconstruction for Open-Set Semantic Segmentation.

Ian Nunes, Matheus Barros Pereira, Hugo N. Oliveira, Jefersson A. dos Santos, Marcus Poggi

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

2021

AiRound and CV-BrCT: Novel Multiview Datasets for Scene Classification.

Gabriel L. S. Machado, Edemir Ferreira, Keiller Nogueira, Hugo N. Oliveira, Matheus Brito, Pedro Henrique Targino Gama, Jefersson Alex dos Santos

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Automatic Segmentation of Posterior Fossa Structures in Pediatric Brain MRIs.

Hugo N. Oliveira, Larissa de O. Penteado, José Luiz Maciel, Suely Fazio Ferraciolli, Marcelo Straus Takahashi, Isabelle Bloch, Roberto Marcondes Cesar Junior

Proceedings of the 34th SIBGRAPI Conference on Graphics, Patterns and Images, 2021

Learning to Segment Medical Images from Few-Shot Sparse Labels.

Pedro H. T. Gama, Hugo N. Oliveira, Jefersson A. dos Santos

Proceedings of the 34th SIBGRAPI Conference on Graphics, Patterns and Images, 2021

Opening Deep Neural Networks With Generative Models.

Marcos Vendramini, Hugo N. Oliveira, Alexei M. C. Machado, Jefersson A. dos Santos

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

2020

From 3D to 2D: Transferring knowledge for rib segmentation in chest X-rays.

Hugo Neves de Oliveira, Virgínia Fernandes Mota, Alexei Manso Corrêa Machado, Jefersson A. dos Santos

Pattern Recognit. Lett., 2020

From video pornography to cancer cells: a tensor framework for spatiotemporal description.

Virgínia Fernandes Mota, Hugo Neves de Oliveira, Sérgio Scalzo, Dalton Dittz, Reginaldo J. Santos, Jefersson A. dos Santos, Arnaldo de Albuquerque Araújo

Multim. Tools Appl., 2020

AiRound and CV-BrCT: Novel Multi-View Datasets for Scene Classification.

Gabriel L. S. Machado, Edemir Ferreira, Keiller Nogueira, Hugo N. Oliveira, Pedro H. T. Gama, Jefersson A. dos Santos

CoRR, 2020

Towards Open-Set Semantic Segmentation of Aerial Images.

Caio C. V. da Silva, Keiller Nogueira, Hugo N. Oliveira, Jefersson A. dos Santos

CoRR, 2020

Truly Generalizable Radiograph Segmentation With Conditional Domain Adaptation.

Hugo N. Oliveira, Edemir Ferreira, Jefersson A. dos Santos

IEEE Access, 2020

2019

Conditional Domain Adaptation GANs for Biomedical Image Segmentation.

Hugo N. Oliveira, Edemir Ferreira, Jefersson A. dos Santos

CoRR, 2019

BioPass-UFPB: a Novel Multibiometric Database.

Arnaldo Gualberto de Andrade e Silva, Herman Martins Gomes, Hugo Neves de Oliveira, Paulo R. B. Lins, Diego F. S. Lima, Leonardo Vidal Batista

Proceedings of the 2019 International Conference on Biometrics, 2019

2018

Deep Transfer Learning for Segmentation of Anatomical Structures in Chest Radiographs.

Hugo N. Oliveira, Jefersson A. dos Santos

Proceedings of the 31st SIBGRAPI Conference on Graphics, Patterns and Images, 2018

Exploring Deep-Based Approaches for Semantic Segmentation of Mammographic Images.

Hugo Neves de Oliveira, Claudio Saliba de Avelar, Alexei Manso Corrêa Machado, Arnaldo de Albuquerque Araújo, Jefersson Alex dos Santos

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2018

A Comparative Study on Unsupervised Domain Adaptation for Coffee Crop Mapping.

Edemir Ferreira, Hugo N. Oliveira, Mário Sérgio Alvim, Jefersson Alex dos Santos

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2018

2016

Information Theory-Based Detection of Noisy Bit Planes in Medical Images.

Hugo Neves de Oliveira, Jefersson Alex dos Santos, Matheus C. de Melo, Thaís Gaudencio do Rêgo, Leonardo Vidal Batista

Proceedings of the 29th SIBGRAPI Conference on Graphics, Patterns and Images, 2016

2013

Systematic Mapping of Architectures for Telemedicine Systems.

Glauco de Sousa e Silva, Ana Paula Nunes Guimarães, Hugo Neves de Oliveira, Tatiana Aires Tavares, Eudisley Gomes dos Anjos

Proceedings of the Computational Science and Its Applications - ICCSA 2013, 2013

2012

A Strategy of Multimedia Reflectors to Encryption and Codification in Real Time.

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

Proceedings of the 2012 IEEE International Symposium on Multimedia, 2012