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Juan Villegas-Cortéz
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2020 – today
- 2023
- [c15]Juan Villegas-Cortéz, Graciela Román-Alonso, Francisco Fernández de Vega, Yafte A. Flores-Morales, Salomón Cordero-Sánchez:
Implementation of Parallel Evolutionary Convolutional Neural Network for Classification in Human Activity and Image Recognition. MICAI (1) 2023: 327-345 - 2022
- [c14]Francisco Fernández de Vega, Jorge Alvarado, Juan Villegas-Cortéz:
Optical Music recognition and Deep Learning: An application to 4-part harmony. CEC 2022: 1-7 - 2021
- [j19]Juan Villegas-Cortéz, César Benavides-Álvarez, Carlos Avilés-Cruz, Graciela Román-Alonso, Francisco Fernández de Vega, Francisco Chávez, Salomón Cordero-Sánchez:
Interest points reduction using evolutionary algorithms and CBIR for face recognition. Vis. Comput. 37(7): 1883-1897 (2021) - 2020
- [j18]Karla Mandujano-López, Juan Villegas-Cortéz, Graciela Román-Alonso, Arturo Zúñiga-López, Edgar Rangel-López, César Benavides-Álvarez:
Identificación y localización de células gliales en imágenes de tejido cerebral. Res. Comput. Sci. 149(8): 297-309 (2020) - [j17]Yafte A. Flores-Morales, Juan Villegas-Cortéz, Graciela Román-Alonso, Arturo Zúñiga-López, César Benavides-Álvarez, Salomón Cordero-Sánchez:
Implementación de una red neuronal profunda en tres etapas paralelas para el reconocimiento de actividades humanas e imágenes. Res. Comput. Sci. 149(8): 311-325 (2020) - [j16]Carlos Leal-Beltrán, Juan Villegas-Cortéz, Arturo Zúñiga-López, Salomón Cordero-Sánchez:
Implementación de sistema de visión inteligente para reconocimiento de rostros en robot de código abierto BOB. Res. Comput. Sci. 149(8): 777-790 (2020)
2010 – 2019
- 2019
- [j15]Carlos Avilés-Cruz, Juan Villegas-Cortéz:
A smartphone-based augmented reality system for university students for learning digital electronics. Comput. Appl. Eng. Educ. 27(3): 615-630 (2019) - [j14]Carlos Avilés-Cruz, Eduardo Rodriguez-Martinez, Juan Villegas-Cortéz, Andrés Ferreyra-Ramírez:
Granger-causality: An efficient single user movement recognition using a smartphone accelerometer sensor. Pattern Recognit. Lett. 125: 576-583 (2019) - [j13]Gabriel de Jesús Celis-Escudero, Juan Villegas-Cortéz, Carlos Avilés-Cruz, Arturo Zúñiga-López, Andrés Ferreyra-Ramírez, Román Mora Gutiérrez, César Benavides-Álvarez:
Clasificación de maderas por corte usando su propio contenido de textura usando la metodología CBIR. Res. Comput. Sci. 148(7): 79-90 (2019) - [j12]Fidel López-Saca, Andrés Ferreyra-Ramírez, Carlos Avilés-Cruz, Juan Villegas-Cortéz:
Red neuronal convolucional con extracción de características multi-columna para clasificación de imágenes. Res. Comput. Sci. 148(7): 391-404 (2019) - [j11]Carlos Avilés-Cruz, Andrés Ferreyra-Ramírez, Arturo Zúñiga-López, Juan Villegas-Cortéz:
Coarse-Fine Convolutional Deep-Learning Strategy for Human Activity Recognition. Sensors 19(7): 1556 (2019) - [c13]Andrés Ferreyra-Ramírez, Carlos Avilés-Cruz, Eduardo Rodriguez-Martinez, Juan Villegas-Cortéz, Arturo Zúñiga-López:
An Improved Convolutional Neural Network Architecture for Image Classification. MCPR 2019: 89-101 - 2018
- [j10]Yolanda Pérez-Pimentel, Ismael Osuna-Galán, Carlos Avilés-Cruz, Juan Villegas-Cortéz:
Power Supply Management for an Electric Vehicle Using Fuzzy Logic. Appl. Comput. Intell. Soft Comput. 2018: 2846748:1-2846748:9 (2018) - [j9]Francisco Chávez de la O, Francisco Fernández de Vega, Daniel Lanza, César Benavides-Álvarez, Juan Villegas-Cortéz, Leonardo Trujillo, Gustavo Olague, Graciela Román-Alonso:
Deploying massive runs of evolutionary algorithms with ECJ and Hadoop: Reducing interest points required for face recognition. Int. J. High Perform. Comput. Appl. 32(5): 706-720 (2018) - [j8]Ismael Osuna-Galán, Yolanda Pérez-Pimentel, Juan Villegas-Cortéz, Carlos Avilés-Cruz:
Diseño de un sistema de suministro de energía para vehículos eléctricos usando lógica difusa. Res. Comput. Sci. 147(6): 343-354 (2018) - [j7]Fidel López-Saca, Andrés Ferreyra-Ramírez, Carlos Avilés-Cruz, Juan Villegas-Cortéz, Arturo Zúñiga-López, Eduardo Rodrígez-Martínez:
Preprocesamiento de bases de datos de imágenes para mejorar el rendimiento de redes neuronales convolucionales. Res. Comput. Sci. 147(7): 35-45 (2018) - [j6]Arturo Zúñiga-López, Juan Villegas-Cortéz, Carlos Avilés-Cruz, Eduardo Rodríguez-Martínez, Andrés Ferreyra-Ramírez:
Reconocimiento de rostros por medio de Openface en una Raspberry Pi. Res. Comput. Sci. 147(7): 77-88 (2018) - 2016
- [j5]Héctor Alejandro Tovar Ortiz, César Augusto Puente Montejano, Juan Villegas-Cortéz, Carlos Avilés-Cruz:
Evolución de descriptores estadísticos de superficie de imágenes por programación genética para el reconocimiento de imágenes por CBIR: una primera aproximación. Res. Comput. Sci. 116: 125-134 (2016) - [c12]Francisco Chávez de la O, Francisco Fernández, César Benavides-Álvarez, Daniel Lanza, Juan Villegas-Cortéz, Leonardo Trujillo, Gustavo Olague, Graciela Román-Alonso:
ECJ+HADOOP: An Easy Way to Deploy Massive Runs of Evolutionary Algorithms. EvoApplications (2) 2016: 91-106 - [c11]Carlos Avilés-Cruz, Juan Villegas-Cortéz, Andrés Ferreyra-Ramírez, Arturo Zúñiga-López:
EEG Pattern Recognition: An Efficient Improvement Combination of ERD/ERS/Laterality Features to Create a Self-paced BCI System. MCPR 2016: 231-240 - 2015
- [j4]Efraín Ernesto Arévalo-Vázquez, Arturo Zúñiga-López, Juan Villegas-Cortéz, Carlos Avilés-Cruz:
Implementación de reconocimiento de objetos por color y forma en un robot móvil. Res. Comput. Sci. 91: 21-31 (2015) - [j3]José Vázquez Quezada, Juan Villegas-Cortéz, Iván Vázquez-Álvarez, Carlos Avilés-Cruz, Ismael Osuna-Galán, Yolanda Pérez-Pimentel:
Enriquecimiento de señal para activación de frenos ABS en automóviles. Res. Comput. Sci. 91: 157-165 (2015) - [c10]Juan Villegas-Cortéz, Carlos Avilés-Cruz, Josué Cirilo-Cruz, Arturo Zúñiga-López:
EEG Signal Implementation of Movement Intention for the Teleoperation of the Mobile Differential Robot. NEO 2015: 333-355 - 2014
- [j2]Juan Villegas-Cortéz, Yolanda Pérez-Pimentel, Ismael Osuna-Galán:
Implementación de un sistema de reconocimiento de imágenes por contenido usando algoritmos genéticos. Res. Comput. Sci. 74: 157-167 (2014) - [c9]Yolanda Pérez-Pimentel, Ismael Osuna-Galán, Juan Villegas-Cortéz, Carlos Avilés-Cruz:
A Genetic Algorithm Applied to Content-Based Image Retrieval for Natural Scenes Classification. MICAI (Special Sessions) 2014: 155-161 - [c8]Carla Villanueva-Escudero, Juan Villegas-Cortéz, Arturo Zúñiga-López, Carlos Avilés-Cruz:
Monocular Visual Odometry Based Navigation for a Differential Mobile Robot with Android OS. MICAI (1) 2014: 281-292 - 2013
- [j1]José Félix Serrano-Talamantes, Carlos Avilés-Cruz, Juan Villegas-Cortéz, Juan Humberto Sossa Azuela:
Self organizing natural scene image retrieval. Expert Syst. Appl. 40(7): 2398-2409 (2013) - [c7]Liliana Gutiérrez-Flores, Carlos Avilés-Cruz, Juan Villegas-Cortéz, Andrés Ferreyra-Ramírez:
EEG PATTERN RECOGNITION: Application to a Real Time Control System for Android-Based Mobile Devices. MCPR 2013: 232-241 - 2012
- [c6]Humberto Sossa, Beatriz A. Garro, Juan Villegas-Cortéz, Gustavo Olague, Carlos Avilés-Cruz:
Evolutionary Computation Applied to the Automatic Design of Artificial Neural Networks and Associative Memories. EVOLVE 2012: 285-297 - [c5]Humberto Sossa, Beatriz A. Garro, Juan Villegas-Cortéz, Carlos Avilés-Cruz, Gustavo Olague:
Automatic Design of Artificial Neural Networks and Associative Memories for Pattern Classification and Pattern Restoration. MCPR 2012: 23-34 - [p1]Juan Villegas-Cortéz, Gustavo Olague, Humberto Sossa, Carlos Avilés-Cruz:
Evolutionary Associative Memories through Genetic Programming. Parallel Architectures and Bioinspired Algorithms 2012: 171-188 - 2010
- [c4]Juan Villegas-Cortéz, Gustavo Olague, Carlos Avilés-Cruz, Humberto Sossa, Andrés Ferreyra:
Automatic Synthesis of Associative Memories through Genetic Programming: A First Co-evolutionary Approach. EvoApplications (1) 2010: 344-351 - [c3]J. Felix Serrano, Carlos Avilés-Cruz, Humberto Sossa, Juan Villegas-Cortéz, Gustavo Olague:
Unsupervised Image Retrieval with Similar Lighting Conditions. ICPR 2010: 4368-4371
2000 – 2009
- 2009
- [c2]J. Felix Serrano, Juan Humberto Sossa Azuela, Carlos Avilés-Cruz, Ricardo Barrón, Gustavo Olague, Juan Villegas-Cortéz:
Scene Retrieval of Natural Images. CIARP 2009: 774-781 - 2004
- [c1]Carlos Avilés-Cruz, Juan Villegas-Cortéz, René Arechiga-Martínez, Rafael Escarela-Perez:
Unsupervised Font Clustering Using Stochastic Versio of the EM Algorithm and Global Texture Analysis. CIARP 2004: 275-286
Coauthor Index
aka: Andrés Ferreyra-Ramírez
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