João W. M. de Souza

According to our database, João W. M. de Souza authored at least 14 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Estimating anthropometric measurements through 2D images using machine learning with gender-based analysis.

João Wellington M. Souza, Elene F. Ohata, Navar Medeiros M. Nascimento, Shara S. A. Alves, Luiz Lannes Loureiro, Victor Z. Bittencourt, Valden Luis Matos Capistrano, Atslands R. da Rocha, Pedro Pedrosa Rebouças Filho

Proceedings of the International Joint Conference on Neural Networks, 2024

2021

A novel feature extractor for human action recognition in visual question answering.

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

Pattern Recognit. Lett., 2021

Fingerprint Classification Based on the Henry System via ResNet.

João Wellington Mendes de Souza, Aldísio Gonçalves Medeiros, Gabriel Bandeira Holanda, Paulo A. L. Rego, Pedro Pedrosa Rebouças Filho

Proceedings of the Systems, Signals and Image Processing - 28th International Conference, 2021

Gender-based approach to estimate the human body fat percentage using Machine Learning.

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

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

Predicting body measures from 2D images using Convolutional Neural Networks.

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

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019

A novel electrocardiogram feature extraction approach for cardiac arrhythmia classification.

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

Future Gener. Comput. Syst., 2019

Mobile System to Aid in the Identification and Classification of Electrical Assets using Convolutional Neural Network.

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

Proceedings of the 8th Brazilian Conference on Intelligent Systems, 2019

2018

A New Approach to Diagnose Parkinson's Disease Using a Structural Cooccurrence Matrix for a Similarity Analysis.

João Wellington M. Souza, Shara Shami A. Alves, Elizângela de S. Rebouças, Jefferson S. Almeida, Pedro Pedrosa Rebouças Filho

Comput. Intell. Neurosci., 2018

A novel mobile robot localization approach based on classification with rejection option using computer vision.

Leandro Bezerra Marinho, Pedro Pedrosa Rebouças Filho, Jefferson S. Almeida, João Wellington M. Souza, Amauri Holanda de Souza Júnior, Victor Hugo C. de Albuquerque

Comput. Electr. Eng., 2018

Toward an Embedded Application to Identify Degradation in Energized Polymeric Insulators using Discrete Wavelet Transform.

Rebeca G. C. Cunha, Elias Teodoro da Silva Júnior, João W. M. de Souza, Pedro Pedrosa Rebouças Filho

Proceedings of the 25th International Conference on Systems, Signals and Image Processing, 2018

CoforDes: An Invariant Feature Extractor for the Drug Pill Identification.

Mateus A. Vieira Neto, João W. M. de Souza, Pedro Pedrosa Rebouças Filho, Antonio Wendell De Oliveira Rodrigues

Proceedings of the 31st IEEE International Symposium on Computer-Based Medical Systems, 2018

2017

A novel mobile robot localization approach based on topological maps using classification with reject option in omnidirectional images.

Leandro Bezerra Marinho, Jefferson S. Almeida, João Wellington M. Souza, Victor Hugo C. de Albuquerque, Pedro Pedrosa Rebouças Filho

Expert Syst. Appl., 2017

A New Approach for the Diagnosis of Parkinson's Disease Using a Similarity Feature Extractor.

João Wellington M. Souza, Jefferson S. Almeida, Pedro Pedrosa Rebouças Filho

Proceedings of the Intelligent Systems Design and Applications, 2017

2016

Lung Segmentation in Chest Computerized Tomography Images Using the Border Following Algorithm.

Murillo Barata Rodrigues, Leandro Bezerra Marinho, Raul Victor Medeiros da Nóbrega, João Wellington M. Souza, Pedro Pedrosa Rebouças Filho

Proceedings of the Intelligent Systems Design and Applications, 2016