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 (ISM, 2012)

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 (ICCSA (3), 2013)

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 (SIBGRAPI, 2016)

A Comparative Study on Unsupervised Domain Adaptation for Coffee Crop Mapping. - Edemir Ferreira; Hugo N. Oliveira 001; Mário Sérgio Alvim; Jefersson Alex dos Santos (CIARP, 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 (CIARP, 2018)

Deep Transfer Learning for Segmentation of Anatomical Structures in Chest Radiographs. - Hugo N. Oliveira 001; Jefersson A. dos Santos (SIBGRAPI, 2018)

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 (ICB, 2019)

Conditional Domain Adaptation GANs for Biomedical Image Segmentation. - Hugo N. Oliveira 001; Edemir Ferreira; Jefersson A. dos Santos (CoRR, 2019)

Truly Generalizable Radiograph Segmentation With Conditional Domain Adaptation. - Hugo N. Oliveira 001; Edemir Ferreira; Jefersson A. dos Santos (IEEE Access, 2020)

Towards Open-Set Semantic Segmentation of Aerial Images. - Caio C. V. da Silva; Keiller Nogueira; Hugo N. Oliveira 001; Jefersson A. dos Santos (CoRR, 2020)

AiRound and CV-BrCT: Novel Multi-View Datasets for Scene Classification. - Gabriel L. S. Machado; Edemir Ferreira; Keiller Nogueira; Hugo N. Oliveira 001; Pedro H. T. Gama; Jefersson A. dos Santos (CoRR, 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)

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)

Opening Deep Neural Networks With Generative Models. - Marcos Vendramini; Hugo N. Oliveira 001; Alexei M. C. Machado; Jefersson A. dos Santos (ICIP, 2021)

Learning to Segment Medical Images from Few-Shot Sparse Labels. - Pedro H. T. Gama; Hugo N. Oliveira 001; Jefersson A. dos Santos (SIBGRAPI, 2021)

Automatic Segmentation of Posterior Fossa Structures in Pediatric Brain MRIs. - Hugo N. Oliveira 001; Larissa de O. Penteado; José Luiz Maciel; Suely Fazio Ferraciolli; Marcelo Straus Takahashi; Isabelle Bloch; Roberto Marcondes Cesar Junior (SIBGRAPI, 2021)

AiRound and CV-BrCT: Novel Multiview Datasets for Scene Classification. - Gabriel L. S. Machado; Edemir Ferreira; Keiller Nogueira; Hugo N. Oliveira 001; Matheus Brito; Pedro Henrique Targino Gama; Jefersson Alex dos Santos (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Conditional Reconstruction for Open-Set Semantic Segmentation. - Ian Nunes; Matheus Barros Pereira; Hugo N. Oliveira 001; Jefersson A. dos Santos; Marcus Poggi (ICIP, 2022)

Deep Open-Set Segmentation in Visual Learning. - Ian Nunes; Marcus Poggi; Hugo N. Oliveira 001; Matheus Barros Pereira; Jefersson A. dos Santos (SIBGRAPI, 2022)

Domain Generalization in Medical Image Segmentation via Meta-Learners. - Hugo N. Oliveira 001; Roberto M. Cesar Jr.; Pedro H. T. Gama; Jefersson A. dos Santos (SIBGRAPI, 2022)

FuSS: Fusing Superpixels for Improved Segmentation Consistency. - Ian Nunes; Matheus Barros Pereira; Hugo N. Oliveira 001; Jefersson A. dos Santos; Marcus Poggi (CoRR, 2022)

Open Set Semantic Segmentation for Multitemporal Crop Recognition. - Jorge Andres Chamorro Martinez; Hugo N. Oliveira 001; Jefersson A. dos Santos; Raul Queiroz Feitosa (IEEE Geosci. Remote. Sens. Lett., 2022)

Self-Supervised Learning for Seismic Image Segmentation From Few-Labeled Samples. - Bruno A. A. Monteiro; Hugo N. Oliveira 001; Jefersson A. dos Santos (IEEE Geosci. Remote. Sens. Lett., 2022)

CoDA-Few: Few Shot Domain Adaptation for Medical Image Semantic Segmentation. - Arthur B. A. Pinto; Jefersson A. dos Santos; Hugo N. Oliveira 001; Alexei M. C. Machado (VISIGRAPP (4: VISAPP), 2023)

Outlier Exposure for Open Set Crop Recognition From Multitemporal Image Sequences. - Thiago M. Carvalho; Jorge Andres Chamorro Martinez; Hugo N. Oliveira 001; Jefersson A. dos Santos; Raul Queiroz Feitosa (IEEE Geosci. Remote. Sens. Lett., 2023)

Weakly Supervised Few-Shot Segmentation via Meta-Learning. - Pedro H. T. Gama; Hugo N. Oliveira 001; José Marcato Junior; Jefersson A. dos Santos (IEEE Trans. Multim., 2023)

Fully convolutional open set segmentation. - Hugo N. Oliveira 001; Caio C. V. da Silva; Gabriel L. S. Machado; Keiller Nogueira; Jefersson A. dos Santos (Mach. Learn., 2023)

An overview on Meta-learning approaches for Few-shot Weakly-supervised Segmentation. - Pedro Henrique Targino Gama; Hugo N. Oliveira 001; Jefersson A. dos Santos; Roberto M. Cesar (Comput. Graph., 2023)

A systematic review on open-set segmentation. - Ian Nunes; Camila Laranjeira; Hugo N. Oliveira 001; Jefersson A. dos Santos (Comput. Graph., 2023)

Interpretable Approaches for Land Use and Land Cover Classification. - Ana Clara Fraga Osias; Mariana Albuquerque Reynaud Schaefer; Gustavo Vieira Veloso; Hugo N. Oliveira 001; Julio C. S. Reis (SBSI, 2024)

Learning Visual Patterns in Remote Sensing: An Overview of Agricultural Applications. - Mateus Pinto da Silva; Mariana Albuquerque Reynaud Schaefer; Hugo N. Oliveira 001; Julio C. S. Reis; Ian Monteiro Nunes; Jefersson A. dos Santos (SIBGRAPI, 2024)

FuSC: Fusing Superpixels for Improved Semantic Consistency. - Ian Monteiro Nunes; Matheus Barros Pereira; Hugo N. Oliveira 001; Jefersson A. dos Santos (IEEE Access, 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 001; Jefersson A. dos Santos (Comput. Graph., 2024)

Meta-learners for few-shot weakly-supervised medical image segmentation. - Hugo N. Oliveira 001; Pedro H. T. Gama; Isabelle Bloch; Roberto Marcondes Cesar Jr. (Pattern Recognit., 2024)

A Lightweight Pipeline for Crop Time-Series Parcel Classification via Self-Supervision. - Mateus Pinto da Silva; Lucas Vieira; Cleverton T. C. de Santana; Ian Monteiro Nunes; Jefersson A. dos Santos; Hugo N. Oliveira 001 (IEEE Geosci. Remote. Sens. Lett., 2025)