Hugo N. Oliveira

37 papers B 2C 1Journal 25Unranked 9

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Lightweight Pipeline for Crop Time-Series Parcel Classification via Self-Supervision. IEEE Geosci. Remote. Sens. Lett. Mateus Pinto da Silva, Lucas Vieira, Cleverton Tiago Carneiro de Santana, Ian Monteiro Nunes, Jefersson A. dos Santos, Hugo N. Oliveira
2025	J	`jnl`	Advancing agricultural remote sensing: A comprehensive review of deep supervised and Self-Supervised Learning for crop monitoring. Comput. Graph. Mateus Pinto da Silva, Sabrina P. L. P. Correa, Mariana Albuquerque Reynaud Schaefer, Julio C. S. Reis, Ian Monteiro Nunes, Jefersson A. dos Santos, Hugo N. Oliveira
2025	J	`jnl`	Data-Centric AI for Tropical Agricultural Mapping: Challenges, Strategies and Scalable Solutions. CoRR Mateus Pinto da Silva, Sabrina P. L. P. Correa, Hugo N. Oliveira, Ian Monteiro Nunes, Jefersson A. dos Santos
2025	—	`conf`	Strategies for Deep Learning in Volumetric Medical Imaging: A Survey. SIBGRAPI João Vitor S. de Oliveira, Danilo F. Vieira, Mateus P. da Silva, Daniel Louzada Fernandes, Marcos H. F. Ribeiro, Hugo N. Oliveira
2024	J	`jnl`	From superpixels to foundational models: An overview of unsupervised and generalizable image segmentation. Comput. Graph. Cristiano N. Rodrigues, Ian Monteiro Nunes, Matheus Barros Pereira, Hugo N. Oliveira, Jefersson A. dos Santos
2024	J	`jnl`	FuSC: Fusing Superpixels for Improved Semantic Consistency. IEEE Access Ian Monteiro Nunes, Matheus Barros Pereira, Hugo N. Oliveira, Jefersson A. dos Santos
2024	—	`conf`	Interpretable Approaches for Land Use and Land Cover Classification. SBSI Ana Clara Fraga Osias, Mariana Albuquerque Reynaud Schaefer, Gustavo Vieira Veloso, Hugo N. Oliveira, Julio C. S. Reis
2024	—	`conf`	Learning Visual Patterns in Remote Sensing: An Overview of Agricultural Applications. SIBGRAPI Mateus Pinto da Silva, Mariana Albuquerque Reynaud Schaefer, Hugo N. Oliveira, Julio C. S. Reis, Ian Monteiro Nunes, Jefersson A. dos Santos
2024	J	`jnl`	Meta-learners for few-shot weakly-supervised medical image segmentation. Pattern Recognit. Hugo N. Oliveira, Pedro H. T. Gama, Isabelle Bloch, Roberto Marcondes Cesar Jr.
2023	J	`jnl`	A systematic review on open-set segmentation. Comput. Graph. Ian Nunes, Camila Laranjeira, Hugo N. Oliveira, Jefersson A. dos Santos
2023	J	`jnl`	An overview on Meta-learning approaches for Few-shot Weakly-supervised Segmentation. Comput. Graph. Pedro Henrique Targino Gama, Hugo N. Oliveira, Jefersson A. dos Santos, Roberto M. Cesar
2023	—	`conf`	CoDA-Few: Few Shot Domain Adaptation for Medical Image Semantic Segmentation. VISIGRAPP (4: VISAPP) Arthur B. A. Pinto, Jefersson A. dos Santos, Hugo N. Oliveira, Alexei M. C. Machado
2023	J	`jnl`	Fully convolutional open set segmentation. Mach. Learn. Hugo N. Oliveira, Caio C. V. da Silva, Gabriel L. S. Machado, Keiller Nogueira, Jefersson A. dos Santos
2023	J	`jnl`	Meta-Learners for Few-Shot Weakly-Supervised Medical Image Segmentation. CoRR Hugo N. Oliveira, Pedro H. T. Gama, Isabelle Bloch, Roberto Marcondes Cesar Jr.
2023	J	`jnl`	Outlier Exposure for Open Set Crop Recognition From Multitemporal Image Sequences. IEEE Geosci. Remote. Sens. Lett. Thiago M. Carvalho, Jorge Andres Chamorro Martinez, Hugo N. Oliveira, Jefersson A. dos Santos, Raul Queiroz Feitosa
2023	J	`jnl`	Weakly Supervised Few-Shot Segmentation via Meta-Learning. IEEE Trans. Multim. Pedro H. T. Gama, Hugo N. Oliveira, José Marcato Junior, Jefersson A. dos Santos
2022	B	`conf`	Conditional Reconstruction for Open-Set Semantic Segmentation. ICIP Ian Nunes, Matheus Barros Pereira, Hugo N. Oliveira, Jefersson A. dos Santos, Marcus Poggi
2022	J	`jnl`	Conditional Reconstruction for Open-set Semantic Segmentation. CoRR Ian Nunes, Matheus Barros Pereira, Hugo N. Oliveira, Jefersson A. dos Santos, Marcus Poggi
2022	—	`conf`	Deep Open-Set Segmentation in Visual Learning. SIBGRAPI Ian Nunes, Marcus Poggi, Hugo N. Oliveira, Matheus Barros Pereira, Jefersson A. dos Santos
2022	—	`conf`	Domain Generalization in Medical Image Segmentation via Meta-Learners. SIBGRAPI Hugo N. Oliveira, Roberto M. Cesar Jr., Pedro H. T. Gama, Jefersson A. dos Santos
2022	J	`jnl`	FuSS: Fusing Superpixels for Improved Segmentation Consistency. CoRR Ian Nunes, Matheus Barros Pereira, Hugo N. Oliveira, Jefersson A. dos Santos, Marcus Poggi
2022	J	`jnl`	Open Set Semantic Segmentation for Multitemporal Crop Recognition. IEEE Geosci. Remote. Sens. Lett. Jorge Andres Chamorro Martinez, Hugo N. Oliveira, Jefersson A. dos Santos, Raul Queiroz Feitosa
2022	J	`jnl`	Self-Supervised Learning for Seismic Image Segmentation From Few-Labeled Samples. IEEE Geosci. Remote. Sens. Lett. Bruno Augusto Alemão Monteiro, Hugo N. Oliveira, Jefersson A. dos Santos
2021	J	`jnl`	AiRound and CV-BrCT: Novel Multiview Datasets for Scene Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Gabriel L. S. Machado, Edemir Ferreira, Keiller Nogueira, Hugo N. Oliveira, Matheus Brito, Pedro Henrique Targino Gama, Jefersson Alex dos Santos
2021	—	`conf`	Automatic Segmentation of Posterior Fossa Structures in Pediatric Brain MRIs. SIBGRAPI Hugo N. Oliveira, Larissa de O. Penteado, José Luiz Maciel, Suely Fazio Ferraciolli, Marcelo Straus Takahashi, Isabelle Bloch, Roberto Marcondes Cesar Junior
2021	—	`conf`	Learning to Segment Medical Images from Few-Shot Sparse Labels. SIBGRAPI Pedro H. T. Gama, Hugo N. Oliveira, Jefersson A. dos Santos
2021	J	`jnl`	Learning to Segment Medical Images from Few-Shot Sparse Labels. CoRR Pedro H. T. Gama, Hugo N. Oliveira, Jefersson A. dos Santos
2021	B	`conf`	Opening Deep Neural Networks With Generative Models. ICIP Marcos Vendramini, Hugo N. Oliveira, Alexei M. C. Machado, Jefersson A. dos Santos
2021	J	`jnl`	Opening Deep Neural Networks with Generative Models. CoRR Marcos Vendramini, Hugo N. Oliveira, Alexei M. C. Machado, Jefersson A. dos Santos
2021	J	`jnl`	Weakly Supervised Few-Shot Segmentation Via Meta-Learning. CoRR Pedro H. T. Gama, Hugo N. Oliveira, José Marcato Junior, Jefersson A. dos Santos
2020	J	`jnl`	AiRound and CV-BrCT: Novel Multi-View Datasets for Scene Classification. CoRR Gabriel L. S. Machado, Edemir Ferreira, Keiller Nogueira, Hugo N. Oliveira, Pedro H. T. Gama, Jefersson A. dos Santos
2020	J	`jnl`	Fully Convolutional Open Set Segmentation. CoRR Hugo N. Oliveira, Caio C. V. da Silva, Gabriel L. S. Machado, Keiller Nogueira, Jefersson A. dos Santos
2020	J	`jnl`	Towards Open-Set Semantic Segmentation of Aerial Images. CoRR Caio C. V. da Silva, Keiller Nogueira, Hugo N. Oliveira, Jefersson A. dos Santos
2020	J	`jnl`	Truly Generalizable Radiograph Segmentation With Conditional Domain Adaptation. IEEE Access Hugo N. Oliveira, Edemir Ferreira, Jefersson A. dos Santos
2019	J	`jnl`	Conditional Domain Adaptation GANs for Biomedical Image Segmentation. CoRR Hugo N. Oliveira, Edemir Ferreira, Jefersson A. dos Santos
2018	C	`conf`	A Comparative Study on Unsupervised Domain Adaptation for Coffee Crop Mapping. CIARP Edemir Ferreira, Hugo N. Oliveira, Mário Sérgio Alvim, Jefersson Alex dos Santos
2018	—	`conf`	Deep Transfer Learning for Segmentation of Anatomical Structures in Chest Radiographs. SIBGRAPI Hugo N. Oliveira, Jefersson A. dos Santos