Juan Gabriel Aviña-Cervantes

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 38

Top Topics

Brain Tumor Segmentation

Active Contour Model

Top Venues

Expert Syst. Appl.

Appl. Soft Comput.

Publications

Daniel F. Zambrano-Gutierrez, Jorge M. Cruz-Duarte, José Carlos Ortiz-Bayliss, Iván Amaya, Juan Gabriel Aviña-Cervantes
Beyond Traditional Tuning: Unveiling Metaheuristic Operator Trends in PID Control Tuning for Automatic Voltage Regulation. CEC (2024)
Oscar Almanza-Conejo, Juan Gabriel Aviña-Cervantes, Arturo Garcia-Perez, Mario Alberto Ibarra-Manzano
Emotion Recognition in Gaming Dataset to Reduce Artifacts in the Self-Assessed Labeling Using Semi-Supervised Clustering. IEEE Access 12 (2024)
Gerardo Humberto Valencia-Rivera, Maria Torcoroma Benavides-Robles, Alonso Vela Morales, Iván Amaya, Jorge M. Cruz-Duarte, José Carlos Ortiz-Bayliss, Juan Gabriel Aviña-Cervantes
A systematic review of metaheuristic algorithms in electric power systems optimization. Appl. Soft Comput. 150 (2024)
Gerardo Humberto Valencia-Rivera, José Carlos Ortiz-Bayliss, Jorge M. Cruz-Duarte, Iván Amaya, Juan Gabriel Aviña-Cervantes
Hyper-Heuristics Meet Controller Design: Improving Electrical Grid Performance through Microgrids. CEC (2023)
Oscar Almanza-Conejo, Juan Gabriel Aviña-Cervantes, Arturo Garcia-Perez, Mario Alberto Ibarra-Manzano
A channel selection method to find the role of the amygdala in emotion recognition avoiding conflict learning in EEG signals. Eng. Appl. Artif. Intell. 126 (2023)
Daniel F. Zambrano-Gutierrez, Jorge Mario Cruz-Duarte, Juan Gabriel Aviña-Cervantes, José Carlos Ortiz-Bayliss, Jesus J. Yanez-Borjas, Iván Amaya
Automatic Design of Metaheuristics for Practical Engineering Applications. IEEE Access 11 (2023)
Tat'y Mwata-Velu, Edson Niyonsaba-Sebigunda, Juan Gabriel Aviña-Cervantes, José Ruiz-Pinales, Narcisse Velu-A-Gulenga, Adán Antonio Alonso-Ramírez
Motor Imagery Multi-Tasks Classification for BCIs Using the NVIDIA Jetson TX2 Board and the EEGNet Network. Sensors 23 (8) (2023)
Emmanuel Ovalle-Magallanes, Dora E. Alvarado-Carrillo, Juan Gabriel Aviña-Cervantes, Iván Cruz-Aceves, José Ruiz-Pinales
Quantum angle encoding with learnable rotation applied to quantum-classical convolutional neural networks. Appl. Soft Comput. 141 (2023)
Daniel F. Zambrano-Gutierrez, Alberto C. Molina-Porras, Emmanuel Ovalle-Magallanes, Iván Amaya, José Carlos Ortiz-Bayliss, Juan Gabriel Aviña-Cervantes, Jorge M. Cruz-Duarte
SIGNRL: A Population-Based Reinforcement Learning Method for Continuous Control. SSCI (2023)
Daniel F. Zambrano-Gutierrez, Alberto C. Molina-Porras, Juan Gabriel Aviña-Cervantes, Rodrigo Correa, Jorge M. Cruz-Duarte
Designing Heuristic-Based Tuners for PID Controllers in Automatic Voltage Regulator Systems Using an Automated Hyper-Heuristic Approach. SSCI (2023)
Emmanuel Ovalle-Magallanes, Juan Gabriel Aviña-Cervantes, Ivan Cruz-Aceves, José Ruiz-Pinales
Improving convolutional neural network learning based on a hierarchical bezier generative model for stenosis detection in X-ray images. Comput. Methods Programs Biomed. 219 (2022)
Emmanuel Ovalle-Magallanes, Juan Gabriel Aviña-Cervantes, Ivan Cruz-Aceves, José Ruiz-Pinales
Hybrid classical-quantum Convolutional Neural Network for stenosis detection in X-ray coronary angiography. Expert Syst. Appl. 189 (2022)
Sergio Ledesma, Mario Alberto Ibarra-Manzano, Dora Luz Almanza-Ojeda, Juan Gabriel Aviña-Cervantes, Eduardo Cabal-Yepez
On removing conflicts for machine learning. Expert Syst. Appl. 206 (2022)
Andrés Romero-Arellano, Ernesto Moya-Albor, Jorge Brieva, Ivan Cruz-Aceves, Juan Gabriel Aviña-Cervantes, Martha Alicia Hernandez-Gonzalez, Luis Miguel Lopez-Montero
Image Encryption and Decryption System through a Hybrid Approach Using the Jigsaw Transform and Langton's Ant Applied to Retinal Fundus Images. Axioms 10 (3) (2021)
David Matajira-Rueda, Jorge Mario Cruz-Duarte, Juan Gabriel Aviña-Cervantes, Mario Alberto Ibarra-Manzano, Rodrigo Correa
Optimization-Based Strategies for Optimal Inverse Parameters Estimation for Heat Transfer Systems. IEEE Access 9 (2021)
José de Jesús Colín Robles, Ixbalank Torres Zúñiga, Juan Gabriel Aviña-Cervantes, Mario Alberto Ibarra-Manzano
FPGA-based architecture to estimate the input glucose in a dark fermenter using a super-twisting observer. Microprocess. Microsystems 85 (2021)
Emmanuel Ovalle-Magallanes, Noé G. Aldana-Murillo, Juan Gabriel Aviña-Cervantes, José Ruiz-Pinales, Jonathan Cepeda-Negrete, Sergio Ledesma
Transfer Learning for Humanoid Robot Appearance-Based Localization in a Visual Map. IEEE Access 9 (2021)
José Luis López-Ramírez, José Ruiz-Pinales, Juan Gabriel Aviña-Cervantes, Pedro López-Rodríguez, José Guadalupe Beltrán-Hernández, Mario Alberto Ibarra-Manzano
Localización de referencias cefalométricas en radiografías laterales de cráneo: Una revisión sistemática. Res. Comput. Sci. 149 (8) (2020)
Sergio Ledesma, Dora Luz Almanza-Ojeda, Mario Alberto Ibarra-Manzano, Eduardo Cabal-Yepez, Juan Gabriel Aviña-Cervantes, Pascal Fallavollita
Differential Neural Networks (DNN). IEEE Access 8 (2020)
Pedro López-Rodríguez, José Ruiz-Pinales, Juan Gabriel Aviña-Cervantes, José Luis López-Ramírez, José Guadalupe Beltrán-Hernández
Reconocimiento de trayectorias del brazo usando sensores de aceleración y giroscopio. Res. Comput. Sci. 149 (8) (2020)
Hugo Aguirre-Ramos, Juan Gabriel Aviña-Cervantes, Elisee Ilunga-Mbuyamba, Jorge M. Cruz-Duarte, Ivan Cruz-Aceves, Eloisa Gallegos-Arellano
Conic sections fitting in disperse data using Differential Evolution. Appl. Soft Comput. 85 (2019)
Luis Ramon Merchan-Villalba, José Merced Lozano-Garcia, Juan Gabriel Aviña-Cervantes, Héctor Javier Estrada-García, Jesus Martinez-Patiño
Matrix Converter Based on SVD Modulation Using a Microcontroller as Unique Controlling Device. IEEE Access 7 (2019)
Sergio Ledesma, Mario Alberto Ibarra-Manzano, Eduardo Cabal-Yepez, Dora Luz Almanza-Ojeda, Juan Gabriel Aviña-Cervantes
Analysis of Data Sets With Learning Conflicts for Machine Learning. IEEE Access 6 (2018)
Jorge M. Cruz-Duarte, J. Juan Rosales-García, Carlos Rodrigo Correa-Cely, Arturo Garcia-Perez, Juan Gabriel Aviña-Cervantes
A closed form expression for the Gaussian-based Caputo-Fabrizio fractional derivative for signal processing applications. Commun. Nonlinear Sci. Numer. Simul. 61 (2018)
Elisee Ilunga-Mbuyamba, Juan Gabriel Aviña-Cervantes, Dirk Lindner, Felix Arlt, Jean Fulbert Ituna-Yudonago, Claire Chalopin
Patient-specific model-based segmentation of brain tumors in 3D intraoperative ultrasound images. Int. J. Comput. Assist. Radiol. Surg. 13 (3) (2018)
Hugo Aguirre-Ramos, Juan Gabriel Aviña-Cervantes, Ivan Cruz-Aceves, José Ruiz-Pinales, Sergio Ledesma
Blood vessel segmentation in retinal fundus images using Gabor filters, fractional derivatives, and Expectation Maximization. Appl. Math. Comput. 339 (2018)
Elisee Ilunga-Mbuyamba, Juan Gabriel Aviña-Cervantes, Jonathan Cepeda-Negrete, Mario Alberto Ibarra-Manzano, Claire Chalopin
Automatic selection of localized region-based active contour models using image content analysis applied to brain tumor segmentation. Comput. Biol. Medicine 91 (2017)
Elisee Ilunga-Mbuyamba, Juan Gabriel Aviña-Cervantes, Arturo Garcia-Perez, René de Jesús Romero-Troncoso, Hugo Aguirre-Ramos, Ivan Cruz-Aceves, Claire Chalopin
Localized active contour model with background intensity compensation applied on automatic MR brain tumor segmentation. Neurocomputing 220 (2017)
Jose de Jesus Guerrero-Turrubiates, Ivan Cruz-Aceves, Sergio Ledesma, Juan Manuel Sierra-Hernández, Jonás Velasco, Juan Gabriel Aviña-Cervantes, Maria Susana Avila Garcia, Horacio Rostro-González, Roberto Rojas-Laguna
Fast Parabola Detection Using Estimation of Distribution Algorithms. Comput. Math. Methods Medicine 2017 (2017)
Claire Chalopin, Elisee Ilunga-Mbuyamba, Jesus Guillermo Cabal Aragon, Juan Carlos Camacho Rodriguez, Felix Arlt, Juan Gabriel Aviña-Cervantes, Jürgen Meixensberger, Dirk Lindner
Application of Image Processing Functions for Brain Tumor Enhancement in Intraoperative Ultrasound Image Data. VCBM (2017)
Fernando Cervantes-Sanchez, Ivan Cruz-Aceves, Arturo Hernández Aguirre, Juan Gabriel Aviña-Cervantes, Sergio Solorio-Meza, Manuel Ornelas-Rodríguez, Miguel Torres-Cisneros
Segmentation of Coronary Angiograms Using Gabor Filters and Boltzmann Univariate Marginal Distribution Algorithm. Comput. Intell. Neurosci. 2016 (2016)
Elisee Ilunga-Mbuyamba, Juan Gabriel Aviña-Cervantes, Dirk Lindner, Ivan Cruz-Aceves, Felix Arlt, Claire Chalopin
Vascular Structure Identification in Intraoperative 3D Contrast-Enhanced Ultrasound Data. Sensors 16 (4) (2016)
Elisee Ilunga-Mbuyamba, Jorge Mario Cruz-Duarte, Juan Gabriel Aviña-Cervantes, Carlos Rodrigo Correa-Cely, Dirk Lindner, Claire Chalopin
Active contours driven by Cuckoo Search strategy for brain tumour images segmentation. Expert Syst. Appl. 56 (2016)
Ivan Cruz-Aceves, Faraz Oloumi, Rangaraj M. Rangayyan, Juan Gabriel Aviña-Cervantes, Arturo Hernández Aguirre
Automatic segmentation of coronary arteries using Gabor filters and thresholding based on multiobjective optimization. Biomed. Signal Process. Control. 25 (2016)
Elisee Ilunga-Mbuyamba, Juan Gabriel Aviña-Cervantes, Dirk Lindner, Jose de Jesus Guerrero-Turrubiates, Claire Chalopin
Automatic brain tumor tissue detection based on hierarchical centroid shape descriptor in Tl-weighted MR images. CONIELECOMP (2016)
Horacio Rostro-González, Pedro Alberto Cerna-Garcia, Gerardo Trejo-Caballero, Carlos H. Garcia-Capulin, Mario Alberto Ibarra-Manzano, Juan Gabriel Aviña-Cervantes, César Torres-Huitzil
A CPG system based on spiking neurons for hexapod robot locomotion. Neurocomputing 170 (2015)
Jorge M. Cruz-Duarte, Juan Gabriel Aviña-Cervantes, Ivan M. Amaya-Contreras, Carlos Rodrigo Correa-Cely
Design of an Optimal Heat Sink for Microelectronic Devices Using Entropy Generation Minimization. MICAI (Special Sessions) (2015)
Daniel Alejandro Hernandez-Contreras, Hayde Peregrina-Barreto, Jose de Jesus Rangel-Magdaleno, Juan Manuel Ramírez-Cortés, Francisco-J. Renero-Carrillo, Juan Gabriel Aviña-Cervantes
Evaluation of thermal patterns and distribution applied to the study of diabetic foot. I2MTC (2015)
Sheila Esmeralda González-Reyna, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, Juan Gabriel Aviña-Cervantes, Sergio E. Ledesma-Orozco
Applying balancing techniques in traffic sign recognition. Artif. Intell. Res. 3 (4) (2014)
Hayde Peregrina-Barreto, Luis Alberto Morales-Hernández, Jose de Jesus Rangel-Magdaleno, Juan Gabriel Aviña-Cervantes, Juan Manuel Ramírez-Cortés, Roberto Morales-Caporal
Quantitative Estimation of Temperature Variations in Plantar Angiosomes: A Study Case for Diabetic Foot. Comput. Math. Methods Medicine 2014 (2014)
Jose de Jesus Guerrero-Turrubiates, Sheila Esmeralda González-Reyna, Sergio Eduardo Ledesma-Orozco, Juan Gabriel Aviña-Cervantes
Pitch estimation for musical note recognition using Artificial Neural Networks. CONIELECOMP (2014)
Gerardo Trejo-Caballero, Carlos H. Garcia-Capulin, Oscar Gerardo Ibarra-Manzano, Juan Gabriel Aviña-Cervantes, L. M. Burgara-Lopez, Horacio Rostro-González
B-spline Surface Approximation Using Hierarchical Genetic Algorithm. MICAI (2) (2013)
Ivan Cruz-Aceves, Juan Gabriel Aviña-Cervantes, Juan Manuel Lopez-Hernandez, Horacio Rostro-González, Carlos H. Garcia-Capulin, Miguel Torres-Cisneros, Rafael Guzmán-Cabrera
Multiple Active Contours Guided by Differential Evolution for Medical Image Segmentation. Comput. Math. Methods Medicine 2013 (2013)
Ivan Cruz-Aceves, Juan Gabriel Aviña-Cervantes, Juan Manuel Lopez-Hernandez, Ma. de Guadalupe García-Hernández, Sheila Esmeralda González-Reyna, Miguel Torres-Cisneros
Human Heart Segmentation Based on Differential Evolution and Active Contours with Shape Prior. MICAI (1) (2013)
Sheila Esmeralda González-Reyna, Juan Gabriel Aviña-Cervantes, Sergio Eduardo Ledesma-Orozco, Ivan Cruz-Aceves, Ma. de Guadalupe García-Hernández
Traffic Sign Recognition Based on Linear Discriminant Analysis. MICAI (2) (2013)
Ivan Cruz-Aceves, Juan Gabriel Aviña-Cervantes, Juan Manuel Lopez-Hernandez, Sheila Esmeralda González-Reyna
Multiple Active Contours Driven by Particle Swarm Optimization for Cardiac Medical Image Segmentation. Comput. Math. Methods Medicine 2013 (2013)
Carlos H. Garcia-Capulin, Gerardo Trejo-Caballero, Horacio Rostro-González, Juan Gabriel Aviña-Cervantes
Noisy data fitting with B-splines using hierarchical genetic algorithm. CONIELECOMP (2013)
Ivan Cruz-Aceves, Juan Gabriel Aviña-Cervantes, Juan Manuel Lopez-Hernandez, Ma. de Guadalupe García-Hernández, Mario Alberto Ibarra-Manzano
Unsupervised Cardiac Image Segmentation via Multiswarm Active Contours with a Shape Prior. Comput. Math. Methods Medicine 2013 (2013)
Ma. de Guadalupe García-Hernández, José Ruiz-Pinales, Sergio E. Ledesma-Orozco, Juan Gabriel Aviña-Cervantes
Reduction of temporal complexity in Markov decision processes. CONIELECOMP (2012)
Hayde Peregrina-Barreto, Juan Gabriel Aviña-Cervantes, Iván R. Terol-Villalobos, Jose de Jesus Rangel-Magdaleno, Ana M. Herrera-Navarro
Chromatic Correction Applied to Outdoor Images. Computación y Sistemas 16 (1) (2012)
Ma. de Guadalupe García-Hernández, José Ruiz-Pinales, Eva Onaindia, Juan Gabriel Aviña-Cervantes, Sergio E. Ledesma-Orozco, Edgar Alvarado-Mendez, Alberto Reyes-Ballesteros
New prioritized value iteration for Markov decision processes. Artif. Intell. Rev. 37 (2) (2012)
Denis-Eduardo Hernandez-Garcia, José-Joel González-Barbosa, Juan-Bautista Hurtado-Ramos, Francisco-Javier Ornelas-Rodriguez, Eduardo Castillo Castañeda, Alfonso Ramirez-Pedraza, Angel Ivan Garcia, Ricardo Gonzalez-Barbosa, Juan Gabriel Aviña-Cervantes
3D city models: Mapping approach using LIDAR technology. CONIELECOMP (2011)
Ma. de Guadalupe García-Hernández, José Ruiz-Pinales, Sergio E. Ledesma-Orozco, Juan Gabriel Aviña-Cervantes, Eva Onaindia, Alberto Reyes-Ballesteros
Combination of acceleration procedures for solving stochastic shortest-path Markov decision processes. ISKE (2010)
Ma. de Guadalupe García-Hernández, José Ruiz-Pinales, Alberto Reyes-Ballesteros, Eva Onaindia, Juan Gabriel Aviña-Cervantes, Sergio Ledesma, Donato Hernández
Association rule-based Markov Decision Processes. LA-NMR (2008)
Juan Gabriel Aviña-Cervantes, Leonardo Martínez-Jiménez, Michel Devy, Andres Hernández-Gutierrez, Dora L. Almanza, Mario A. Ibarra
Shadows Attenuation for Robust Object Recognition. MICAI (2007)
Juan Gabriel Aviña-Cervantes, Michel Devy
Autonomous learning of a topological model in a road network. IAS (2006)
Arturo Pérez-García, Víctor Ayala-Ramírez, Raúl Enrique Sánchez-Yáñez, Juan Gabriel Aviña-Cervantes
Monte Carlo Evaluation of the Hausdorff Distance for Shape Matching. CIARP (2006)
Diana Mateus, Juan Gabriel Aviña-Cervantes, Michel Devy
Robot Visual Navigation in Semi-structured Outdoor Environments. ICRA (2005)
Dora Luz Almanza-Ojeda, Víctor Ayala-Ramírez, Raúl Enrique Sánchez-Yáñez, Juan Gabriel Aviña-Cervantes
Performance Evaluation of a Segmentation Algorithm for Synthetic Texture Images. MICAI (2005)
Javier Coronado-Vergara, Juan Gabriel Aviña-Cervantes, Michel Devy, Carlos Parra
Towards landmine detection using artificial vision. IROS (2005)
Juan Gabriel Aviña-Cervantes, Michel Devy
Scene Modeling by ICA and Color Segmentation. MICAI (2004)
Antonio Marín-Hernández, Michel Devy, Juan Gabriel Aviña-Cervantes
Color Active Contours for Tracking Roads in Natural Environments. CIARP (2004)