Journal Papers

CARVALHO, T. ; MARTINEZ, J. A. C. ; OLIVEIRA, H. N. ; SANTOS, J. A. ; FEITOSA, R. Q. "Outlier Exposure for Open Set Crop Recognition from Multitemporal Image Sequences". In: IEEE Geoscience and Remote Sensing Letters, v. 20, p. 1-5, 2023.

GAMA, P. H. T ; OLIVEIRA, H. N. ; DOS SANTOS, J. A. ; CESAR, R. M. "An overview on Meta-learning approaches for Few-shot Weakly-supervised Segmentation". In: COMPUTERS & GRAPHICS-UK, v. 113, p. 77-88, 2023.

NUNES, I. ; LARANJEIRA, C. ; OLIVEIRA, H. N. ; DOS SANTOS, J. A. "A systematic review on open-set segmentation". In: COMPUTERS & GRAPHICS-UK, v. 113, p. 1, 2023.

BADAIN, R. ; DAMINELI, D. S. C. ; PORTES, M. T. ; FEIJÓ, J. ; BURATTI, S. ; TORTORA, G. ; OLIVEIRA, H. N. ; CESAR, R. M. "AMEBaS: Automatic Midline Extraction and Background Subtraction of Ratiometric Fluorescence Time-Lapses of Polarized Single Cells". In: Jove-Journal of Visualized Experiments, v. 1, p. 1, 2023.

 GAMA, P. H. T ; OLIVEIRA, H. N. ; MARCATO, J. ; DOS SANTOS, J. A. "Weakly Supervised Few-Shot Segmentation Via Meta-Learning". In: IEEE Transactions on Multimedia, v. 1, p. 1-1, 2022.

MONTEIRO, B. A. A. ; OLIVEIRA, H. N. ; DOS SANTOS, J. A. "Self-Supervised Learning for Seismic Image Segmentation from Few-Labeled Samples". In: IEEE Geoscience and Remote Sensing Letters, v. 1, p. 1-1, 2022.

OLIVEIRA, H. N. ; SILVA, C. C. V. ; MACHADO, G. L. S. ; NOGUEIRA, K. ; DOS SANTOS, J. A. "Fully Convolutional Open Set Segmentation". In: Machine Learning, 2021.

MARTINEZ, J. A. C. ; OLIVEIRA, H. N. ; DOS SANTOS, J. A. ; FEITOSA, R. Q. "Open Set Semantic Segmentation for Multitemporal Crop Recognition". In: IEEE Geoscience and Remote Sensing Letters, v. 19, p. 1-5, 2021.

MACHADO, G. ; ANDRADE JUNIOR, E. F. ; NOGUEIRA, K. ; OLIVEIRA, H. N. ; BRITO, M. ; GAMA, P. ; SANTOS, J. A. "AiRound and CV-BrCT: Novel Multi-View Datasets for Scene Classification". In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, v. 14, p. 498-503, 2020.

OLIVEIRA, H. N.; MOTA, V. ; MACHADO, A. M. C. ; DOS SANTOS, J. A. "From 3D to 2D: transferring knowledge for rib segmentation in chest X-rays". In: Pattern Recognition Letters, v. 140, p. 10-17, 2020.

OLIVEIRA, H. N. ; FERREIRA, E. ; SANTOS, J. A. "Truly Generalizable Radiograph Segmentation with Conditional Domain Adaptation". In: IEEE Access, v. 8, p. 84037-84062, 2020.

MOTA, V. F. ; OLIVEIRA, H. N. ; SCALZO, S. ; SANTOS, D. D. R. J. ; SANTOS, J. A. ; ARAUJO, A. A. "From Video Pornography to Cancer Cells: A Tensor Framework for Spatiotemporal Description". In: Multimedia Tools and Applications (2020).

Conference Papers

NUNES, I. ; PEREIRA, M. B. ; OLIVEIRA, H. N. ; DOS SANTOS, J. A. ; POGGI, M. "Conditional Reconstruction for Open-Set Semantic Segmentation". In: IEEE International Conference on Image Processing (ICIP), Bordeaux, France (2022).

OLIVEIRA, H. N. ; CESAR, R. M. ; GAMA, P. H. T. ; DOS SANTOS, J. A. "Domain Generalization in Medical Image Segmentation via Meta-Learners". In: Conference on Graphics, Patterns and Images (SIBGRAPI), Natal, Brazil (2022).

NUNES, I. ; POGGI, M. ; OLIVEIRA, H. N. ; PEREIRA, M. B. ; DOS SANTOS, J. A. "Deep Open-Set Segmentation in Visual Learning. In: Conference on Graphics, Patterns and Images (SIBGRAPI), Natal, Brazil (2022).

OLIVEIRA, H. N.; PENTEADO, L. ; MACIEL, J. L. ; FERRACIOLLI, S. F. ; TAKAHASHI, M. S. ; BLOCH, I. ; JUNIOR, R. C. "Automatic Segmentation of Posterior Fossa Structures in Pediatric Brain MRIs". In: Conference on Graphics, Patterns and Images (SIBGRAPI), Gramado, Brazil (2021).

GAMA, P. H. T. ; OLIVEIRA, H. N. ; DOS SANTOS, J. A. "Learning to Segment Medical Images from Few-Shot Sparse Labels". In: Conference on Graphics, Patterns and Images (SIBGRAPI), Gramado, Brazil (2021).

OLIVEIRA, H. N. ; ARAUJO, A. A. ; SANTOS, J. A. "Semantic Segmentation with Multi-Source Domain Adaptation for Radiological Images". In: Workshop de Teses e Dissertações - Conference on Graphics, Patterns and Images (WTD/SIBGRAPI), Gramado, Brazil (2021).

VENDRAMINI, M. ; OLIVEIRA, H. N. ; MACHADO, A. M. C. ; SANTOS, J. A. "Opening Deep Neural Networks with Generative Models". In: 2021 IEEE International Conference on Image Processing (ICIP), Anchorage, USA (2021).

SILVA, C. C. V. ; NOGUEIRA, K. ; OLIVEIRA, H. N. ; SANTOS, J. A. "Towards Open-Set Semantic Segmentation of Aerial Images". In: Latin American GRSS & ISPRS Remote Sensing Conference (LAGIRS), Santiago, Chile (2020).

SILVA, A. G. A. E. ; OLIVEIRA, H. N. ; BRANCO, P. R. ; FILIPE, D. ; BATISTA, L. V. ; GOMES, H. M. "BioPass-UFPB: a Novel Multibiometric Database". In: International Conference on Biometrics (ICB), Crete, Greece (2019).

OLIVEIRA, H. N. ; AVELAR, C. S. ; MACHADO, A. M. C. ; ARAUJO, A. A. ; DOS SANTOS, J. A. "Exploring Deep-based Approaches for Semantic Segmentation of Mammographic Images". In: Iberoamerican Congresson Pattern Recognition (CIARP), Madrid, Spain (2018).

ANDRADE JUNIOR, E. F. ; OLIVEIRA, H. N. ; ALVIM, M. S. ; DOS SANTOS, J. A. "A Comparative Study on Unsupervised Domain Adaptation for Coffee Crop Mapping". In: Iberoamerican Congresson Pattern Recognition (CIARP), Madrid, Spain (2018).

OLIVEIRA, H. N. ; SANTOS, J. A. "Deep Transfer Learning for Segmentation of Anatomical Structures in Chest Radiographs". In: Conference on Graphics, Patterns and Images (SIBGRAPI), Foz do Iguaçu, Brazil (2018).

OLIVEIRA, H. N. ; SANTOS, J. A. ; MELO, M. C. ; REGO, T. G. ; BATISTA, L. V. "Information Theory-based Detection of Noisy Bit Planes in Medical Images". In: Conference on Graphics, Patterns and Images (SIBGRAPI), São José dos Campos, Brazil (2016).

 MELO, M. C. ; GAJADHAR, A. A. T. ; OLIVEIRA, H. N. ; SILVA, A. G. A. E. ; BATISTA, L. V. "Analysis of Shape-Based and Texture-Based Attributes in Classification of Mammographic Findings by Machine Learning Algorithms". In: Workshop de Informática Médica - Anais do Congresso da Sociedade Brasileira de Computação (WIM), Recife, Brazil (2015).

 OLIVEIRA, H. N. ; SILVA, A. G. A. E. ; DINIZ, I. C. ; SAMPAIO, G. B. ; BATISTA, L. V. "Compression of Polysomnographic Signals Using the Discrete Cosine Transform and Dead-zone Optimal Quantization". In: Advanced International Conference on Telecommunications (AICT), Paris, France (2014).

SILVA, G. S. E. ; GUIMARAES, A. P. N. ; OLIVEIRA, H. N. ; TAVARES, T. A. ; ANJOS, E. G. "Systematic Mapping of Software Architectures for Telemedicine Systems". In: International Conference on Computational Science and Its Applications (ICCSA), Ho Chi Minh City, Vietnam (2013).

BATISTA, L. V. ; BULHOES JUNIOR, T. L. ; OLIVEIRA, H. N. ; SILVA, A. G. A. E. ; SANTOS, A. C. T. ; GAJADHAR, A. A. T. ; MENEZES, D. A. ; SAMPAIO, G. B. ; BARBOSA, I. A. M. ; ANTUNES, I. L. ; SANTOS, I. N. ; ANDRADE, J. E. ; VILAROUCA FILHO, J. I. B. ; MACHADO, K. C. T. ; LIMA, M. C. C. ; MELO, M. C. ; SILVA, P. R. P. ; BRANCO, P. R. ; CARVALHO, R. B. M. ; RAMOS, T. A. R. ; DINIZ, Y. C. ; DANTAS, Y. G. ; SILVA JUNIOR, R. O. "Curso de Informática básica para idosos". In: Encontro Unificado de Ensino, Pesquisa e Extensão, João Pessoa, Brazil (2013).

FILHO, E. V. S. ; SILVA, G. S. E. ; OLIVEIRA, H. N. ; FERREIRA, A. V. A. ; MELO, E. A. G. ; TAVARES, T. A. ; BEZERRA, G. H. M. ; SOUZA FIILHO, G. L. "A Strategy of Multimedia Reflectors to Encryption and Codification in Real Time". In: International Symposium on Multimedia (ISM), Irvine, USA (2012).

Abstracts

BULHOES JUNIOR, T. L. ; OLIVEIRA, H. N. ; BORGES, E. V. C. L. ; ANDREZZA, I. L. P. ; DANTAS, Y. G. ; FERNANDES, R. F. M. ; SILVA, H. S. "SEAC 2.0 - Uma Aplicação Web de Simulação Gráfica para Ensino de Arquitetura de Processadores". In: Conferência Internacional sobre Informática na Educação (TISE), Porto Alegre, Brazil (2013).

BULHOES JUNIOR, T. L. ; CAVALCANTE, B. E. S. ; BORGES, E. V. C. L. ; SILVA, G. S. E. ; BATISTA, L. V. ; ANDREZZA, I. L. P. ; OLIVEIRA, H. N. ; VILAROUCA FILHO, J. I. B. ; OLIVEIRA, S. S. ; GUIMARAES, A. P. N. ; GAJADHAR, A. A. ; DANTAS, Y. G. ; TAVARES, E. A. ; CAMPOS, S. P. R. "Organização da VI Semana da Computação do Departamento de Informática da UFPB". In: Encontro Nordestino dos Grupos PET (ENEPET), Natal, Brazil (2012).