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Journal Articles
- 2023
[j6]Paulo Chagas, Luiz Souza, Izabelle Pontes, Rodrigo Tripodi Calumby, Michele F. Angelo, Angelo Amâncio Duarte, Washington L. C. dos-Santos, Luciano Oliveira:
Uncertainty-aware membranous nephropathy classification: A Monte-Carlo dropout approach to detect how certain is the model. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 11(3): 288-298 (2023)- [j5]Luiz Souza, Jefferson Silva, Paulo Chagas, Angelo Amâncio Duarte, Washington L. C. dos-Santos, Luciano Oliveira:
Mouse-to-human transfer learning for glomerulus segmentation. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 11(5): 1996-2005 (2023) - 2022
- [j4]Jefferson Silva, Luiz Souza, Paulo Chagas, Rodrigo Tripodi Calumby, Bianca Souza, Izabelle Pontes, Angelo Amâncio Duarte, Nathanael Pinheiro, Washington L. C. dos-Santos
, Luciano Oliveira:
Boundary-aware glomerulus segmentation: Toward one-to-many stain generalization. Comput. Medical Imaging Graph. 100: 102104 (2022) - 2020
- [j3]Paulo Chagas, Luiz Souza, Ikaro Araújo, Nayze Aldeman, Angelo Amâncio Duarte, Michele F. Angelo, Washington L. C. dos-Santos, Luciano Oliveira:
Classification of glomerular hypercellularity using convolutional features and support vector machine. Artif. Intell. Medicine 103: 101808 (2020) - [j2]Tiago Araújo, Paulo Chagas, João Alves, Carlos G. R. Santos, Beatriz Sousa Santos, Bianchi Serique Meiguins:
A Real-World Approach on the Problem of Chart Recognition Using Classification, Detection and Perspective Correction. Sensors 20(16): 4370 (2020) - 2017
- [j1]Carlos Gustavo Resque dos Santos, Tiago Davi Oliveira de Araújo, Paulo Roberto Silva Chagas Junior, Bianchi Serique Meiguins, Nelson Cruz Sampaio Neto:
Recognizing and Exploring Azulejos on Historic Buildings', Facades by Combining Computer Vision and Geolocation in Mobile Augmented Reality Applications. J. Mobile Multimedia 13(1&2): 57-74 (2017)
Conference and Workshop Papers
- 2018
- [c4]Paulo Chagas, Rafael Daisuke Akiyama, Aruanda Simões Goncalves Meiguins, Carlos Gustavo Resque dos Santos, Filipe Saraiva, Bianchi Serique Meiguins, Jefferson Morais:
Evaluation of Convolutional Neural Network Architectures for Chart Image Classification. IJCNN 2018: 1-8 - [c3]Rafael Daisuke Akiyama, Tiago Davi Oliveira de Araújo, Paulo Roberto Chagas, Brunelli Miranda, Carlos Gustavo Resque dos Santos, Jefferson Morais, Bianchi Serique Meiguins:
Synthetic Chart Image Generator: An Application for Generating Chart Image Datasets. IV 2018: 128-132 - 2017
- [c2]Paulo Roberto Silva Chagas Junior, Alexandre Abreu de Freitas, Rafael Daisuke Akiyama, Brunelli Pinto Miranda, Tiago Davi Oliveira de Araújo, Carlos Gustavo Resque dos Santos, Bianchi Serique Meiguins, Jefferson Magalhaes de Morais:
Architecture Proposal for Data Extraction of Chart Images Using Convolutional Neural Network. IV 2017: 318-323 - 2016
- [c1]Márcia Homci, Paulo Chagas, Brunelli Miranda, Jean Carlos Arouche Freire, Raimundo Viegas Jr., Yomara Pires, Bianchi Serique Meiguins, Jefferson Morais:
A New Strategy Based on Feature Selection for Fault Classification in Transmission Lines. IBERAMIA 2016: 376-387
Informal and Other Publications
- 2019
- [i1]Paulo Chagas, Luiz Souza, Ikaro Araújo, Nayze Aldeman, Angelo Amâncio Duarte, Michele F. Angelo, Washington L. C. dos-Santos, Luciano Oliveira:
Classification of glomerular hypercellularity using convolutional features and support vector machine. CoRR abs/1907.00028 (2019)
Coauthor Index
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