Mario Ignacio Chacon Murguia

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 35

Top Topics

Background Modeling

Video Sequences

Top Venues

Signal Image Video Process.

Neural Comput. Appl.

Publications

Eduardo Rivas-Posada, Mario Ignacio Chacon Murguia
Meta-learning methodology based on meta-unsupervised algorithm for meta-model selection to solve few-shot base-tasks. Neural Comput. Appl. 36 (16) (2024)
Mario Ignacio Chacon Murguia, Abimael Guzmán-Pando
Moving Object Detection in Video Sequences Based on a Two-Frame Temporal Information CNN. Neural Process. Lett. 55 (5) (2023)
José Manuel Macías-Macías, Juan A. Ramirez-Quintana, Mario Ignacio Chacon Murguia, Alejandro Antonio Torres García, Luis F. Corral-Martinez
Interpretation of a deep analysis of speech imagery features extracted by a capsule neural network. Comput. Biol. Medicine 159 (2023)
Mario Ignacio Chacon Murguia, Eduardo Rivas-Posada
A CNN-based modular classification scheme for motor imagery using a novel EEG sampling protocol suitable for IoT healthcare systems. Neural Comput. Appl. 35 (31) (2023)
Miguel A Gutierrez-Velazquez, Mario Ignacio Chacon Murguia
Parasite Detection in Copro Images with a modified Faster R-CNN. CCE (2023)
Juan A. Ramirez-Quintana, Raul Rangel-Gonzalez, Mario Ignacio Chacon Murguia, Graciela Ramírez Alonso
A visual object segmentation algorithm with spatial and temporal coherence inspired by the architecture of the visual cortex. Cogn. Process. 23 (1) (2022)
José Manuel Macías-Macías, Juan A. Ramirez-Quintana, Alejandro A. Torres-García, Mario Ignacio Chacon Murguia
Recognition of P300 Wave and SSVEP using a Capsule Neural Network. CCE (2022)
Juan A. Ramirez-Quintana, Ivan Acosta-Lara, Graciela Ramírez Alonso, Mario Ignacio Chacon Murguia, Alma Delia Corral Sáenz
A Lightweight Convolutional Neural Network for Breast Cancer Diagnosis with Histology Images. MCPR (2022)
Mario Ignacio Chacon Murguia, Andrea Rivero-Olivas, Juan A. Ramirez-Quintana
Adaptive fuzzy weighted color histogram and HOG appearance model for object tracking with a dynamic trained neural network prediction. Signal Image Video Process. 15 (7) (2021)
Abimael Guzmán-Pando, Mario Ignacio Chacon Murguia
DeepFoveaNet: Deep Fovea Eagle-Eye Bioinspired Model to Detect Moving Objects. IEEE Trans. Image Process. 30 (2021)
Francisco Javier Alvarez-Prieto, Mario Ignacio Chacon Murguia, Juan A. Ramirez-Quintana
Analysis of CNN Models to develop a New Appearance Model for Multiple-Object-Tracking. CCE (2020)
Abimael Guzmán-Pando, Mario Ignacio Chacon Murguia, Lucia B. Chacon-Diaz
Human-like evaluation method for object motion detection algorithms. IET Comput. Vis. 14 (8) (2020)
José Manuel Macías-Macías, Juan Alberto Ramirez-Quintana, Graciela Ramírez Alonso, Mario Ignacio Chacon Murguia
Deep Learning Networks for Vowel Speech Imagery. CCE (2020)
Mario Ignacio Chacon Murguia, Brenda E. Olivas-Padilla, Juan A. Ramirez-Quintana
A new approach for multiclass motor imagery recognition using pattern image features generated from common spatial patterns. Signal Image Video Process. 14 (5) (2020)
Luis Madrid-Herrera, Mario Ignacio Chacon Murguia, Daniel A. Posada-Urrutia, Juan A. Ramirez-Quintana
Human Image Complexity Analysis Using a Fuzzy Inference System. FUZZ-IEEE (2019)
Brenda E. Olivas-Padilla, Mario Ignacio Chacon Murguia
Classification of multiple motor imagery using deep convolutional neural networks and spatial filters. Appl. Soft Comput. 75 (2019)
Eduardo Rivas-Posada, Mario Ignacio Chacon Murguia, Juan Alberto Ramirez-Quintana
Classification of Motor Imagery Using Statistical Models. CCE (2019)
Mario Ignacio Chacon Murguia, Juan A. Ramirez-Quintana
Bio-inspired architecture for static object segmentation in time varying background models from video sequences. Neurocomputing 275 (2018)
Juan A. Ramirez-Quintana, Mario Ignacio Chacon Murguia, Graciela María de Jesús Ramírez Alonso
Adaptive background modeling of complex scenarios based on pixel level learning modeled with a retinotopic self-organizing map and radial basis mapping. Appl. Intell. 48 (12) (2018)
Graciela María de Jesús Ramírez Alonso, Juan A. Ramirez-Quintana, Mario Ignacio Chacon Murguia
Temporal weighted learning model for background estimation with an automatic re-initialization stage and adaptive parameters update. Pattern Recognit. Lett. 96 (2017)
Brenda E. Olivas-Padilla, Mario Ignacio Chacon Murguia, Juan A. Ramirez-Quintana
Multiclass motor imagery classification based on the correlation of pattern images generated by spatial filters. CCE (2017)
Graciela Ramírez Alonso, Mario Ignacio Chacon Murguia
Auto-Adaptive Parallel SOM Architecture with a modular analysis for dynamic object segmentation in videos. Neurocomputing 175 (2016)
Mario Ignacio Chacon Murguia, Juan A. Ramirez-Quintana, Graciela Ramírez Alonso
Evaluation of the background modeling method Auto-Adaptive Parallel Neural Network Architecture in the SBMnet dataset. ICPR (2016)
Mario Ignacio Chacon Murguia, Oscar Alejandro Chavez-Montes, Juan A. Ramirez-Quintana
Background modeling on depth video sequences using self-organizing retinotopic maps. IJCNN (2016)
Juan A. Ramirez-Quintana, Mario Ignacio Chacon Murguia, Alma Delia Corral Sáenz
Edge Detection in Time Variant Scenarios Based on a Novel Perceptual Method and a Gestalt Spiking Cortical Model. MCPR (2016)
Graciela Ramírez Alonso, Mario Ignacio Chacon Murguia
Object detection in video sequences by a temporal modular self-adaptive SOM. Neural Comput. Appl. 27 (2) (2016)
Mario Ignacio Chacon Murguia, Carlos Avalos-Gonzalez, Omar Arias-Enriquez
Body markers detection based on 3D video processing oriented to children gait analysis. SP/SPE (2015)
Jorge D. Calderon-Contreras, Mario Ignacio Chacon Murguia, Adrian J. Villalobos-Montiel, Leticia Ortega Maynez
A fuzzy computer aided diagnosis system using breast thermography. ISBI (2015)
Huber Eustacio Orozco Rodriguez, Mario Ignacio Chacon Murguia, Juan Alberto Ramirez-Quintana
A neural bio-inspired scheme for head pose recognition. SP/SPE (2015)
Juan A. Ramirez-Quintana, Mario Ignacio Chacon Murguia
Self-adaptive SOM-CNN neural system for dynamic object detection in normal and complex scenarios. Pattern Recognit. 48 (4) (2015)
Adrian J. Villalobos-Montiel, Mario Ignacio Chacon Murguia, Jorge D. Calderon-Contreras, Leticia Ortega Maynez
Automatic Segmentation of Regions of Interest in Breast Thermographic Images. MCPR (2015)
Mario Ignacio Chacon Murguia, Claudia Prieto-Resendiz
Detecting Driver Drowsiness: A survey of system designs and technology. IEEE Consumer Electron. Mag. 4 (4) (2015)
Mario Ignacio Chacon Murguia, Juan A. Ramirez-Quintana, David Urias-Zavala
Segmentation of video background regions based on a DTCNN-clustering approach. Signal Image Video Process. 9 (Supplement-1) (2015)
Mario Ignacio Chacon Murguia, Graciela Ramírez Alonso
Fuzzy-neural self-adapting background modeling with automatic motion analysis for dynamic object detection. Appl. Soft Comput. 36 (2015)
Juan A. Ramirez-Quintana, Mario Ignacio Chacon Murguia
An Adaptive Unsupervised Neural Network Based on Perceptual Mechanism for Dynamic Object Detection in Videos with Real Scenarios. Neural Process. Lett. 42 (3) (2015)
Mario Ignacio Chacon Murguia, Adrian J. Villalobos-Montiel, Jorge D. Calderon-Contreras
Thermal Image Processing for Breast Symmetry Detection Oriented to Automatic Breast Cancer Analysis. MCPR (2014)
Graciela María de Jesús Ramírez Alonso, Mario Ignacio Chacon Murguia
Segmentation of dynamic objects in video sequences fusing the strengths of a background subtraction model, optical flow and matting algorithms. SSIAI (2014)
Sergio Gonzalez-Duarte, Mario Ignacio Chacon Murguia
Rao-blackwellized particle filter for multiple object tracking in video analysis. CCE (2014)
Mario Ignacio Chacon Murguia, Graciela Ramírez Alonso, Sergio Gonzalez-Duarte
Improvement of a neural-fuzzy motion detection vision model for complex scenario conditions. IJCNN (2013)
Mario Ignacio Chacon Murguia, Omar Arias-Enriquez, Rafael Sandoval-Rodriguez
A Fuzzy Scheme for Gait Cycle Phase Detection Oriented to Medical Diagnosis. MCPR (2013)
Juan A. Ramirez-Quintana, Mario Ignacio Chacon Murguia
Self-organizing retinotopic maps applied to background modeling for dynamic object segmentation in video sequences. IJCNN (2013)
Leonardo Saldivar-Piñon, Mario Ignacio Chacon Murguia, Rafael Sandoval-Rodriguez, Javier Vega-Pineda
Human Sign Recognition for Robot Manipulation. MCPR (2012)
Mario Ignacio Chacon Murguia, Sergio Gonzalez-Duarte
An Adaptive Neural-Fuzzy Approach for Object Detection in Dynamic Backgrounds for Surveillance Systems. IEEE Trans. Ind. Electron. 59 (8) (2012)
Mario Ignacio Chacon Murguia, Yearim Quezada-Holguín, Pablo Rivas-Perea, Sergio D. Cabrera
Dust Storm Detection Using a Neural Network with Uncertainty and Ambiguity Output Analysis. MCPR (2011)
Mario Ignacio Chacon Murguia, Francisco J. Perez-Vargas
Thermal Video Analysis for Fire Detection Using Shape Regularity and Intensity Saturation Features. MCPR (2011)
Mario Ignacio Chacon Murguia, Juan I. Nevarez-Santana, Waldo J. Perez-Regalado
Subjective measurement of cosmetic defects using a Computational Intelligence approach. Eng. Appl. Artif. Intell. 23 (8) (2010)
Mario Ignacio Chacon Murguia, Juan I. Nevarez-Santana, Rafael Sandoval-Rodriguez
Multiblob Cosmetic Defect Description/Classification Using a Fuzzy Hierarchical Classifier. IEEE Trans. Ind. Electron. 56 (4) (2009)
Mario Ignacio Chacon Murguia, Mitzy Nevarez-Aguilar, Angel Licon-Trillo, Oscar Mendoza-Vidaña, J. Alejandro Martinez-Ibarra, Francisco J. Solis-Martinez, Lucina Cordoba Fierro
Edge Detection Based on a PCNN-Anisotropic Diffusion Synergetic Approach. ISNN (4) (2009)
Mario Ignacio Chacon Murguia, Gonzalez D. Sergio, Javier Vega-Pineda
Simplified SOM-neural model for video segmentation of moving objects. IJCNN (2009)
Mario Ignacio Chacon Murguia, Juan I. Nevarez-Santana
A fuzzy clustering approach on the classification of non uniform cosmetic defects. FUZZ-IEEE (2008)
Mario Ignacio Chacon Murguia, Alejandro S. Zimmerman, Pablo Rivas P.
Image Processing Applications with a PCNN. ISNN (3) (2007)
Mario Ignacio Chacon Murguia, Pablo Rivas P., Graciela Ramírez Alonso
A Fuzzy Clustering Approach for Face Recognition Based on Face Feature Lines and Eigenvectors. Eng. Lett. 15 (1) (2007)
Mario Ignacio Chacon Murguia, Alma Delia Corral Sáenz, Rafael Sandoval-Rodriguez
A Fuzzy Approach on Image Complexity Measure. Computación y Sistemas 10 (3) (2007)
Javier Vega-Pineda, Mario Ignacio Chacon Murguia, Roberto Camarillo-Cisneros
Synthesis of Pulsed-Coupled Neural Networks in FPGAs for Real-Time Image Segmentation. IJCNN (2006)
Graciela María de Jesús Ramírez Alonso, Mario Ignacio Chacon Murguia
Clasificación de Defectos en Madera utilizando Redes Neuronales Artificiales. Computación y Sistemas 9 (1) (2005)
Mario Ignacio Chacon Murguia, Alejandro S. Zimmerman
Image processing using the PCNN time matrix as a selective filter. ICIP (1) (2003)
Mario Ignacio Chacon Murguia
A Fuzzy Neural Network Approach for Document Region Classification Using Human Visual Perception Features. Computación y Sistemas 6 (2) (2002)
Mario Ignacio Chacon Murguia, Luis Enrique Aguilar, Abdi Delgado
Fuzzy Adaptive Edge Definition Based on the Complexity of the Image. FUZZ-IEEE (2001)