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ORCIDJoão W. M. de Souza
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- affiliation: Federal Institute of Ceará, Brazil
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2020 – today
- 2024
[c9]João Wellington M. Souza, Elene F. Ohata, Navar Medeiros M. Nascimento, Shara S. A. Alves, Luiz Lannes Loureiro, Victor Zaban Bittencourt, Valden Luis Matos Capistrano, Atslands R. da Rocha, Pedro Pedrosa Rebouças Filho:
Estimating anthropometric measurements through 2D images using machine learning with gender-based analysis. IJCNN 2024: 1-8- 2021
- [j5]Francisco Hércules dos S. Silva
, Gabriel Maia Bezerra, Gabriel Bandeira Holanda, João Wellington Mendes de Souza, Paulo A. L. Rego, Aloísio Vieira Lira Neto, Victor Hugo C. de Albuquerque, Pedro Pedrosa Rebouças Filho:
A novel feature extractor for human action recognition in visual question answering. Pattern Recognit. Lett. 147: 41-47 (2021) - [c8]Shara S. A. Alves, Elene F. Ohata, Navar Medeiros M. e Nascimento, João W. M. de Souza, Gabriel Bandeira Holanda, Luiz Lannes Loureiro, Pedro Pedrosa Rebouças Filho:
Gender-based approach to estimate the human body fat percentage using Machine Learning. IJCNN 2021: 1-8 - [c7]João Wellington Mendes de Souza, Aldísio Gonçalves Medeiros, Gabriel Bandeira Holanda, Paulo A. L. Rego, Pedro Pedrosa Rebouças Filho:
Fingerprint Classification Based on the Henry System via ResNet. IWSSIP 2021: 15-28 - 2020
- [c6]João W. M. de Souza, Gabriel Bandeira Holanda, Roberto F. Ivo, Shara S. A. Alves, Suane Pires P. da Silva, Virgínia Xavier Nunes, Luiz Lannes Loureiro, C. H. Dias-Silva, Pedro Pedrosa Rebouças Filho:
Predicting body measures from 2D images using Convolutional Neural Networks. IJCNN 2020: 1-6
2010 – 2019
- 2019
- [j4]Leandro Bezerra Marinho, Navar de Medeiros Mendonça e Nascimento, João Wellington M. Souza, Mateus Valentim Gurgel, Pedro Pedrosa Rebouças Filho, Victor Hugo C. de Albuquerque:
A novel electrocardiogram feature extraction approach for cardiac arrhythmia classification. Future Gener. Comput. Syst. 97: 564-577 (2019) - [c5]Pedro Pedrosa Rebouças Filho, João Wellington M. Souza, Leandro Bezerra Marinho, Gabriel Bandeira Holanda, Harison Herman Silva, Alvaro A. F. Leite, Thais S. Bandeira, Antonio Wendell De Oliveira Rodrigues:
Mobile System to Aid in the Identification and Classification of Electrical Assets using Convolutional Neural Network. BRACIS 2019: 699-704 - 2018
- [j3]Leandro Bezerra Marinho, Pedro Pedrosa Rebouças Filho, Jefferson S. Almeida, João Wellington M. Souza, Amauri Holanda de Souza Júnior, Victor Hugo C. de Albuquerque:
A novel mobile robot localization approach based on classification with rejection option using computer vision. Comput. Electr. Eng. 68: 26-43 (2018) - [j2]João Wellington M. Souza, Shara Shami A. Alves, Elizângela de S. Rebouças, Jefferson S. Almeida, Pedro Pedrosa Rebouças Filho:
A New Approach to Diagnose Parkinson's Disease Using a Structural Cooccurrence Matrix for a Similarity Analysis. Comput. Intell. Neurosci. 2018: 7613282:1-7613282:8 (2018) - [c4]Mateus A. Vieira Neto, João W. M. de Souza, Pedro Pedrosa Rebouças Filho, Antonio Wendell De Oliveira Rodrigues:
CoforDes: An Invariant Feature Extractor for the Drug Pill Identification. CBMS 2018: 30-35 - [c3]Rebeca G. C. Cunha, Elias Teodoro da Silva Júnior, João W. M. de Souza, Pedro Pedrosa Rebouças Filho:
Toward an Embedded Application to Identify Degradation in Energized Polymeric Insulators using Discrete Wavelet Transform. IWSSIP 2018: 1-5 - 2017
- [j1]Leandro Bezerra Marinho, Jefferson S. Almeida, João Wellington M. Souza, Victor Hugo C. de Albuquerque, Pedro Pedrosa Rebouças Filho:
A novel mobile robot localization approach based on topological maps using classification with reject option in omnidirectional images. Expert Syst. Appl. 72: 1-17 (2017) - [c2]João Wellington M. Souza, Jefferson S. Almeida, Pedro Pedrosa Rebouças Filho:
A New Approach for the Diagnosis of Parkinson's Disease Using a Similarity Feature Extractor. ISDA 2017: 21-31 - 2016
- [c1]Murillo Barata Rodrigues, Leandro Bezerra Marinho, Raul Victor Medeiros da Nóbrega, João Wellington M. Souza, Pedro Pedrosa Rebouças Filho:
Lung Segmentation in Chest Computerized Tomography Images Using the Border Following Algorithm. ISDA 2016: 539-548
Coauthor Index
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