Hugo N. Oliveira

Orcid: 0000-0001-8760-9801

Affiliations:
  • University of São Paulo, Institute of Mathematics and Statistics (IME), Brazil
  • Federal University of Minas Gerais, Belo Horizonte, Brazil


According to our database1, Hugo N. Oliveira authored at least 32 papers between 2012 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Meta-learners for few-shot weakly-supervised medical image segmentation.
Pattern Recognit., 2024

From superpixels to foundational models: An overview of unsupervised and generalizable image segmentation.
Comput. Graph., 2024

FuSC: Fusing Superpixels for Improved Semantic Consistency.
IEEE Access, 2024

2023
A systematic review on open-set segmentation.
Comput. Graph., October, 2023

An overview on Meta-learning approaches for Few-shot Weakly-supervised Segmentation.
Comput. Graph., June, 2023

Fully convolutional open set segmentation.
Mach. Learn., May, 2023

Weakly Supervised Few-Shot Segmentation via Meta-Learning.
IEEE Trans. Multim., 2023

Outlier Exposure for Open Set Crop Recognition From Multitemporal Image Sequences.
IEEE Geosci. Remote. Sens. Lett., 2023

CoDA-Few: Few Shot Domain Adaptation for Medical Image Semantic Segmentation.
Proceedings of the 18th International Joint Conference on Computer Vision, 2023

2022
Self-Supervised Learning for Seismic Image Segmentation From Few-Labeled Samples.
IEEE Geosci. Remote. Sens. Lett., 2022

Open Set Semantic Segmentation for Multitemporal Crop Recognition.
IEEE Geosci. Remote. Sens. Lett., 2022

FuSS: Fusing Superpixels for Improved Segmentation Consistency.
CoRR, 2022

Domain Generalization in Medical Image Segmentation via Meta-Learners.
Proceedings of the 35th SIBGRAPI Conference on Graphics, Patterns and Images, 2022

Deep Open-Set Segmentation in Visual Learning.
Proceedings of the 35th SIBGRAPI Conference on Graphics, Patterns and Images, 2022

Conditional Reconstruction for Open-Set Semantic Segmentation.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

2021
AiRound and CV-BrCT: Novel Multiview Datasets for Scene Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Automatic Segmentation of Posterior Fossa Structures in Pediatric Brain MRIs.
Proceedings of the 34th SIBGRAPI Conference on Graphics, Patterns and Images, 2021

Learning to Segment Medical Images from Few-Shot Sparse Labels.
Proceedings of the 34th SIBGRAPI Conference on Graphics, Patterns and Images, 2021

Opening Deep Neural Networks With Generative Models.
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.
Pattern Recognit. Lett., 2020

From video pornography to cancer cells: a tensor framework for spatiotemporal description.
Multim. Tools Appl., 2020

AiRound and CV-BrCT: Novel Multi-View Datasets for Scene Classification.
CoRR, 2020

Towards Open-Set Semantic Segmentation of Aerial Images.
CoRR, 2020

Truly Generalizable Radiograph Segmentation With Conditional Domain Adaptation.
IEEE Access, 2020

2019
Conditional Domain Adaptation GANs for Biomedical Image Segmentation.
CoRR, 2019

BioPass-UFPB: a Novel Multibiometric Database.
Proceedings of the 2019 International Conference on Biometrics, 2019

2018
Deep Transfer Learning for Segmentation of Anatomical Structures in Chest Radiographs.
Proceedings of the 31st SIBGRAPI Conference on Graphics, Patterns and Images, 2018

Exploring Deep-Based Approaches for Semantic Segmentation of Mammographic Images.
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.
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.
Proceedings of the 29th SIBGRAPI Conference on Graphics, Patterns and Images, 2016

2013
Systematic Mapping of Architectures for Telemedicine Systems.
Proceedings of the Computational Science and Its Applications - ICCSA 2013, 2013

2012
A Strategy of Multimedia Reflectors to Encryption and Codification in Real Time.
Proceedings of the 2012 IEEE International Symposium on Multimedia, 2012


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