Aldísio Gonçalves Medeiros

According to our database, Aldísio Gonçalves Medeiros authored at least 21 papers between 2017 and 2024.

Collaborative distances:

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

2024

Graph-Based EEG Analysis for Parkinson's Disease Classification: A Residual Neural Network Approach.

Lucas de O. Santos, Aldísio Gonçalves Medeiros, Paulo A. L. Rego, Pedro Pedrosa Rebouças Filho

Proceedings of the International Joint Conference on Neural Networks, 2024

Efficient Classification of Depression using EEG through Spectral Graph Analysis.

Lucas de Oliveira Santos, Iágson Carlos L. Silva, Matheus A. dos Santos, Aldísio Gonçalves Medeiros, Pedro Pedrosa Rebouças Filho

Proceedings of the 37th IEEE International Symposium on Computer-Based Medical Systems, 2024

2023

Bi-Dimensional Approach Based on Graph Neural Network for Alcoholism Predisposition Detection via EEG signals.

Aldísio Gonçalves Medeiros, Francisco H. S. Silva, Lucas de O. Santos, Pedro Pedrosa Rebouças Filho

Proceedings of the International Joint Conference on Neural Networks, 2023

2022

Floor of log: a novel intelligent algorithm for 3D lung segmentation in computer tomography images.

Solon Alves Peixoto, Aldísio Gonçalves Medeiros, Mohammad Mehedi Hassan, M. Ali Akber Dewan, Victor Hugo C. de Albuquerque, Pedro Pedrosa Rebouças Filho

Multim. Syst., 2022

Fast Stroke Lesions Segmentation Based on Parzen Estimation and Non-uniform Bit Allocation in Skull CT Images.

Aldísio Gonçalves Medeiros, Lucas de Oliveira Santos, Pedro Pedrosa Rebouças Filho

Proceedings of the Intelligent Systems Design and Applications - 22nd International Conference on Intelligent Systems Design and Applications (ISDA 2022) Held December 12-14, 2022, 2022

2021

Level set approach based on Parzen Window and floor of log for edge computing object segmentation in digital images.

Elizângela de S. Rebouças, Fátima Nelsizeuma Sombra de Medeiros, Régis C. P. Marques, João Victor Souza das Chagas, Matheus T. Guimarães, Lucas de O. Santos, Aldísio Gonçalves Medeiros, Solon Alves Peixoto

Appl. Soft Comput., 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

A Novel Web Platform for COVID-19 diagnosis using X-Ray exams and Deep Learning Techniques.

Virgínia Xavier Nunes, Aldísio Gonçalves Medeiros, Raylson Silva de Lima, Luís Fabrício de F. Souza, Victor Hugo C. de Albuquerque, Pedro Pedrosa Rebouças Filho

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

A high-efficiency energy and storage approach for IoT applications of facial recognition.

Solon Alves Peixoto, Francisco Fábio Ximenes Vasconcelos, Matheus T. Guimarães, Aldísio Gonçalves Medeiros, Paulo A. L. Rego, Aloisio Vieira Lira Neto, Victor Hugo C. de Albuquerque, Pedro Pedrosa Rebouças Filho

Image Vis. Comput., 2020

Adaptive Level Set with region analysis via Mask R-CNN: A comparison against classical methods.

Virgínia Xavier Nunes, Aldísio Gonçalves Medeiros, Francisco H. S. Silva, Gabriel Maia Bezerra, Pedro P. R. Filho

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

A Novel Approach for Automatic Enhancement of Fingerprint Images via Deep Transfer Learning.

Aldísio Gonçalves Medeiros, João P. B. Andrade, Paulo Bruno S. Serafim, Alexandre M. M. Santos, José G. R. Maia, Fernando Antonio Mota Trinta, José A. F. de Macêdo, Pedro P. R. Filho, Paulo A. L. Rego

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

An Optimized Approach to Huntington's Disease Detecting via Audio Signals Processing with Dimensionality Reduction.

Matheus T. Guimarães, Aldísio Gonçalves Medeiros, Jefferson S. Almeida, Marcos Falcão y Martin, Robertas Damasevicius, Rytis Maskeliunas, César Lincoln Cavalcante Mattos, Pedro Pedrosa Rebouças Filho

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

Classification of Electroencephalogram Signals for Detecting Predisposition to Alcoholism using Computer Vision and Transfer Learning.

Francisco H. S. Silva, Aldísio Gonçalves Medeiros, Elene F. Ohata, Pedro Pedrosa Rebouças Filho

Proceedings of the 33rd IEEE International Symposium on Computer-Based Medical Systems, 2020

An Approach to BI-RADS Uncertainty Levels Classification Via Deep Learning with Transfer Learning Technique.

Aldísio Gonçalves Medeiros, Elene F. Ohata, Francisco H. S. Silva, Paulo A. L. Rego, Pedro Pedrosa Rebouças Filho

Proceedings of the 33rd IEEE International Symposium on Computer-Based Medical Systems, 2020

New Adaptive Morphological Geodesic Active Contour Method for Segmentation of Hemorrhagic Stroke in Computed Tomography Image.

Aldísio Gonçalves Medeiros, Lucas de O. Santos, Róger Moura Sarmento, Elizângela de S. Rebouças, Pedro Pedrosa Rebouças Filho

Proceedings of the Intelligent Systems - 9th Brazilian Conference, 2020

A Robust Automatic License Plate Recognition System for Embedded Devices.

Lucas S. Fernandes, Francisco H. S. Silva, Elene F. Ohata, Aldísio Gonçalves Medeiros, Aloisio Vieira Lira Neto, Yuri Lenon Barbosa Nogueira, Paulo A. L. Rego, Pedro Pedrosa Rebouças Filho

Proceedings of the Intelligent Systems - 9th Brazilian Conference, 2020

2019

Automatic skin lesions segmentation based on a new morphological approach via geodesic active contour.

Francisco Fábio Ximenes Vasconcelos, Aldísio Gonçalves Medeiros, Solon Alves Peixoto, Pedro Pedrosa Rebouças Filho

Cogn. Syst. Res., 2019

A Method based on Convolutional Neural Networks for Fingerprint Segmentation.

Paulo Bruno S. Serafim, Aldísio Gonçalves Medeiros, Paulo A. L. Rego, José Gilvan Rodrigues Maia, Fernando Antonio Mota Trinta, Marcio E. F. Maia, José Antônio Fernandes de Macêdo, Aloísio Vieira Lira Neto

Proceedings of the International Joint Conference on Neural Networks, 2019

2018

Automatic histologically-closer classification of skin lesions.

Pedro Pedrosa Rebouças Filho, Solon Alves Peixoto, Raul Victor Medeiros da Nóbrega, D. Jude Hemanth, Aldísio Gonçalves Medeiros, Arun Kumar Sangaiah, Victor Hugo C. de Albuquerque

Comput. Medical Imaging Graph., 2018

Localization of Mobile Robots with Topological Maps and Classification with Reject Option using Convolutional Neural Networks in Omnidirectional Images.

Suane Pires P. da Silva, Raul Victor Medeiros da Nóbrega, Aldísio Gonçalves Medeiros, Leandro Bezerra Marinho, Jefferson S. Almeida, Pedro Pedrosa Rebouças Filho

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2017

A New Approach to Segment Hemorrhagic Stroke in Computed Tomography via Optimum Path Snakes.

Solon Alves Peixoto, Aldísio Gonçalves Medeiros, Antônio Carlos da Silva Barros, Victor Hugo C. de Albuquerque, Pedro Pedrosa Rebouças Filho

Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017