Hugo N. Oliveira

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 24

Top Topics

Semantic Segmentation

Top Venues

IEEE Geosci. Remote. Sens. Lett.

Publications

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)
Thiago 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 (2023)
Hugo N. Oliveira, Pedro H. T. Gama, Isabelle Bloch, Roberto Marcondes Cesar Jr.
Meta-Learners for Few-Shot Weakly-Supervised Medical Image Segmentation. CoRR (2023)
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) (2023)
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 (2022)
Ian Nunes, Matheus Barros Pereira, Hugo N. Oliveira, Jefersson A. dos Santos, Marcus Poggi
Conditional Reconstruction for Open-Set Semantic Segmentation. ICIP (2022)
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)
Ian Nunes, Matheus Barros Pereira, Hugo N. Oliveira, Jefersson A. dos Santos, Marcus Poggi
FuSS: Fusing Superpixels for Improved Segmentation Consistency. CoRR (2022)
Ian Nunes, Marcus Poggi, Hugo N. Oliveira, Matheus Barros Pereira, Jefersson A. dos Santos
Deep Open-Set Segmentation in Visual Learning. SIBGRAPI (2022)
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 (2022)
Ian Nunes, Matheus Barros Pereira, Hugo N. Oliveira, Jefersson A. dos Santos, Marcus Poggi
Conditional Reconstruction for Open-set Semantic Segmentation. CoRR (2022)
Pedro H. T. Gama, Hugo N. Oliveira, Jefersson A. dos Santos
Learning to Segment Medical Images from Few-Shot Sparse Labels. SIBGRAPI (2021)
Marcos Vendramini, Hugo N. Oliveira, Alexei M. C. Machado, Jefersson A. dos Santos
Opening Deep Neural Networks With Generative Models. ICIP (2021)
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 (2021)
Pedro H. T. Gama, Hugo N. Oliveira, Jefersson A. dos Santos
Learning to Segment Medical Images from Few-Shot Sparse Labels. CoRR (2021)
Pedro H. T. Gama, Hugo N. Oliveira, José Marcato Junior, Jefersson A. dos Santos
Weakly Supervised Few-Shot Segmentation Via Meta-Learning. CoRR (2021)
Marcos Vendramini, Hugo N. Oliveira, Alexei M. C. Machado, Jefersson A. dos Santos
Opening Deep Neural Networks with Generative Models. CoRR (2021)
Hugo N. Oliveira, Edemir Ferreira, Jefersson A. dos Santos
Truly Generalizable Radiograph Segmentation With Conditional Domain Adaptation. IEEE Access 8 (2020)
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 (2020)
Caio C. V. da Silva, Keiller Nogueira, Hugo N. Oliveira, Jefersson A. dos Santos
Towards Open-Set Semantic Segmentation of Aerial Images. CoRR (2020)
Hugo N. Oliveira, Caio C. V. da Silva, Gabriel L. S. Machado, Keiller Nogueira, Jefersson A. dos Santos
Fully Convolutional Open Set Segmentation. CoRR (2020)
Hugo N. Oliveira, Edemir Ferreira, Jefersson A. dos Santos
Conditional Domain Adaptation GANs for Biomedical Image Segmentation. CoRR (2019)
Hugo N. Oliveira, Jefersson A. dos Santos
Deep Transfer Learning for Segmentation of Anatomical Structures in Chest Radiographs. SIBGRAPI (2018)
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)