Juan Villegas-Cortéz

Orcid: 0000-0001-8918-1044

According to our database1, Juan Villegas-Cortéz authored at least 35 papers between 2004 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Implementation of Parallel Evolutionary Convolutional Neural Network for Classification in Human Activity and Image Recognition.
Proceedings of the Advances in Computational Intelligence, 2023

2022
Optical Music recognition and Deep Learning: An application to 4-part harmony.
Proceedings of the IEEE Congress on Evolutionary Computation, 2022

2021
Interest points reduction using evolutionary algorithms and CBIR for face recognition.
Vis. Comput., 2021

2020
Identificación y localización de células gliales en imágenes de tejido cerebral.
Res. Comput. Sci., 2020

Implementación de sistema de visión inteligente para reconocimiento de rostros en robot de código abierto BOB.
Res. Comput. Sci., 2020

Implementación de una red neuronal profunda en tres etapas paralelas para el reconocimiento de actividades humanas e imágenes.
Res. Comput. Sci., 2020

2019
Coarse-Fine Convolutional Deep-Learning Strategy for Human Activity Recognition.
Sensors, 2019

Red neuronal convolucional con extracción de características multi-columna para clasificación de imágenes.
Res. Comput. Sci., 2019

Clasificación de maderas por corte usando su propio contenido de textura usando la metodología CBIR.
Res. Comput. Sci., 2019

Granger-causality: An efficient single user movement recognition using a smartphone accelerometer sensor.
Pattern Recognit. Lett., 2019

A smartphone-based augmented reality system for university students for learning digital electronics.
Comput. Appl. Eng. Educ., 2019

An Improved Convolutional Neural Network Architecture for Image Classification.
Proceedings of the Pattern Recognition - 11th Mexican Conference, 2019

2018
Reconocimiento de rostros por medio de Openface en una Raspberry Pi.
Res. Comput. Sci., 2018

Diseño de un sistema de suministro de energía para vehículos eléctricos usando lógica difusa.
Res. Comput. Sci., 2018

Preprocesamiento de bases de datos de imágenes para mejorar el rendimiento de redes neuronales convolucionales.
Res. Comput. Sci., 2018

Deploying massive runs of evolutionary algorithms with ECJ and Hadoop: Reducing interest points required for face recognition.
Int. J. High Perform. Comput. Appl., 2018

Power Supply Management for an Electric Vehicle Using Fuzzy Logic.
Appl. Comput. Intell. Soft Comput., 2018

2016
Evolución de descriptores estadísticos de superficie de imágenes por programación genética para el reconocimiento de imágenes por CBIR: una primera aproximación.
Res. Comput. Sci., 2016

EEG Pattern Recognition: An Efficient Improvement Combination of ERD/ERS/Laterality Features to Create a Self-paced BCI System.
Proceedings of the Pattern Recognition - 8th Mexican Conference, 2016

ECJ+HADOOP: An Easy Way to Deploy Massive Runs of Evolutionary Algorithms.
Proceedings of the Applications of Evolutionary Computation - 19th European Conference, 2016

2015
Enriquecimiento de señal para activación de frenos ABS en automóviles.
Res. Comput. Sci., 2015

Implementación de reconocimiento de objetos por color y forma en un robot móvil.
Res. Comput. Sci., 2015

EEG Signal Implementation of Movement Intention for the Teleoperation of the Mobile Differential Robot.
Proceedings of the NEO 2015, 2015

2014
Implementación de un sistema de reconocimiento de imágenes por contenido usando algoritmos genéticos.
Res. Comput. Sci., 2014

Monocular Visual Odometry Based Navigation for a Differential Mobile Robot with Android OS.
Proceedings of the Human-Inspired Computing and Its Applications, 2014

A Genetic Algorithm Applied to Content-Based Image Retrieval for Natural Scenes Classification.
Proceedings of the 13th Mexican International Conference on Artificial Intelligence, 2014

2013
Self organizing natural scene image retrieval.
Expert Syst. Appl., 2013

EEG PATTERN RECOGNITION: Application to a Real Time Control System for Android-Based Mobile Devices.
Proceedings of the Pattern Recognition - 5th Mexican Conference, 2013

2012
Evolutionary Associative Memories through Genetic Programming.
Proceedings of the Parallel Architectures and Bioinspired Algorithms, 2012

Automatic Design of Artificial Neural Networks and Associative Memories for Pattern Classification and Pattern Restoration.
Proceedings of the Pattern Recognition - 4th Mexican Conference, 2012

Evolutionary Computation Applied to the Automatic Design of Artificial Neural Networks and Associative Memories.
Proceedings of the EVOLVE, 2012

2010
Unsupervised Image Retrieval with Similar Lighting Conditions.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Automatic Synthesis of Associative Memories through Genetic Programming: A First Co-evolutionary Approach.
Proceedings of the Applications of Evolutionary Computation, 2010

2009
Scene Retrieval of Natural Images.
Proceedings of the Progress in Pattern Recognition, 2009

2004
Unsupervised Font Clustering Using Stochastic Versio of the EM Algorithm and Global Texture Analysis.
Proceedings of the Progress in Pattern Recognition, 2004


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