Mario Ignacio Chacon-Murguia

70 papers B 9Journal 29Unranked 24

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Deep Neural Networks and Log-Mel Spectrogram for Emotion Recognition Through Spanish Speech. MCPR Juan A. Ramirez-Quintana, Ricardo S. Ang-Foster, Mario Ignacio Chacon-Murguia, Abimael Guzmán-Pando, Alma Delia Corral Sáenz
2024	J	`jnl`	AENCIC: a method to estimate the number of clusters based on image complexity to be used in fuzzy clustering algorithms for image segmentation. Soft Comput. Luis Madrid-Herrera, Mario Ignacio Chacon-Murguia, Juan A. Ramirez-Quintana
2024	—	`conf`	Emotion Recognition Method Based on EEG Signal Processing, Simplified Inception Network and Discrete Model. MICAI (2) Juan A. Ramirez-Quintana, Felipe E. Garay Acuña, Mario Ignacio Chacon-Murguia, Alejandro Antonio Torres-García, Alma Delia Corral Sáenz
2024	J	`jnl`	Meta-learning methodology based on meta-unsupervised algorithm for meta-model selection to solve few-shot base-tasks. Neural Comput. Appl. Eduardo Rivas-Posada, Mario Ignacio Chacon-Murguia
2023	J	`jnl`	A CNN-based modular classification scheme for motor imagery using a novel EEG sampling protocol suitable for IoT healthcare systems. Neural Comput. Appl. Mario Ignacio Chacon-Murguia, Eduardo Rivas-Posada
2023	J	`jnl`	Interpretation of a deep analysis of speech imagery features extracted by a capsule neural network. Comput. Biol. Medicine José Manuel Macías-Macías, Juan A. Ramirez-Quintana, Mario Ignacio Chacon-Murguia, Alejandro Antonio Torres-García, Luis F. Corral-Martinez
2023	J	`jnl`	Moving Object Detection in Video Sequences Based on a Two-Frame Temporal Information CNN. Neural Process. Lett. Mario Ignacio Chacon-Murguia, Abimael Guzmán-Pando
2023	—	`conf`	Parasite Detection in Copro Images with a modified Faster R-CNN. CCE Miguel A Gutierrez-Velazquez, Mario Ignacio Chacon-Murguia
2022	—	`conf`	A Lightweight Convolutional Neural Network for Breast Cancer Diagnosis with Histology Images. MCPR Juan A. Ramirez-Quintana, Ivan Acosta-Lara, Graciela Ramírez Alonso, Mario Ignacio Chacon-Murguia, Alma Delia Corral Sáenz
2022	J	`jnl`	A visual object segmentation algorithm with spatial and temporal coherence inspired by the architecture of the visual cortex. Cogn. Process. Juan A. Ramirez-Quintana, Raul Rangel-Gonzalez, Mario Ignacio Chacon-Murguia, Graciela Ramírez Alonso
2022	—	`conf`	Recognition of P300 Wave and SSVEP using a Capsule Neural Network. CCE José Manuel Macías-Macías, Juan A. Ramirez-Quintana, Alejandro Antonio Torres-García, Mario Ignacio Chacon-Murguia
2021	J	`jnl`	Adaptive fuzzy weighted color histogram and HOG appearance model for object tracking with a dynamic trained neural network prediction. Signal Image Video Process. Mario Ignacio Chacon-Murguia, Andrea Rivero-Olivas, Juan A. Ramirez-Quintana
2021	J	`jnl`	DeepFoveaNet: Deep Fovea Eagle-Eye Bioinspired Model to Detect Moving Objects. IEEE Trans. Image Process. Abimael Guzmán-Pando, Mario Ignacio Chacon-Murguia
2020	J	`jnl`	A new approach for multiclass motor imagery recognition using pattern image features generated from common spatial patterns. Signal Image Video Process. Mario Ignacio Chacon-Murguia, Brenda E. Olivas-Padilla, Juan A. Ramirez-Quintana
2020	—	`conf`	Analysis of CNN Models to develop a New Appearance Model for Multiple-Object-Tracking. CCE Francisco Javier Alvarez-Prieto, Mario Ignacio Chacon-Murguia, Juan A. Ramirez-Quintana
2020	—	`conf`	Deep Learning Networks for Vowel Speech Imagery. CCE José Manuel Macías-Macías, Juan Alberto Ramirez-Quintana, Graciela Ramírez Alonso, Mario Ignacio Chacon-Murguia
2020	—	`ch.`	Fuzzy Modular Neural Model for Blinking Coding Detection and Classification for Linguistic Expression Recognition. Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms Mario Ignacio Chacon-Murguia, Carlos E. Cañedo-Figueroa, Juan A. Ramirez-Quintana
2020	J	`jnl`	Human-like evaluation method for object motion detection algorithms. IET Comput. Vis. Abimael Guzmán-Pando, Mario Ignacio Chacon-Murguia, Lucia B. Chacon-Diaz
2019	—	`conf`	Classification of Motor Imagery Using Statistical Models. CCE Eduardo Rivas-Posada, Mario Ignacio Chacon-Murguia, Juan Alberto Ramirez-Quintana
2019	J	`jnl`	Classification of multiple motor imagery using deep convolutional neural networks and spatial filters. Appl. Soft Comput. Brenda E. Olivas-Padilla, Mario Ignacio Chacon-Murguia
2019	B	`conf`	Human Image Complexity Analysis Using a Fuzzy Inference System. FUZZ-IEEE Luis Madrid-Herrera, Mario Ignacio Chacon-Murguia, Daniel A. Posada-Urrutia, Juan A. Ramirez-Quintana
2018	J	`jnl`	Adaptive background modeling of complex scenarios based on pixel level learning modeled with a retinotopic self-organizing map and radial basis mapping. Appl. Intell. Juan A. Ramirez-Quintana, Mario Ignacio Chacon-Murguia, Graciela María de Jesús Ramírez Alonso
2018	J	`jnl`	Bio-inspired architecture for static object segmentation in time varying background models from video sequences. Neurocomputing Mario Ignacio Chacon-Murguia, Juan A. Ramirez-Quintana
2017	—	`conf`	Multiclass motor imagery classification based on the correlation of pattern images generated by spatial filters. CCE Brenda E. Olivas-Padilla, Mario Ignacio Chacon-Murguia, Juan A. Ramirez-Quintana
2017	J	`jnl`	Temporal weighted learning model for background estimation with an automatic re-initialization stage and adaptive parameters update. Pattern Recognit. Lett. Graciela María de Jesús Ramírez Alonso, Juan A. Ramirez-Quintana, Mario Ignacio Chacon-Murguia
2017	—	`ch.`	UAV Image Segmentation Using a Pulse-Coupled Neural Network for Land Analysis. Nature-Inspired Design of Hybrid Intelligent Systems Mario Ignacio Chacon-Murguia, Luis E. Guerra-Fernandez, Hector Erives
2016	J	`jnl`	Auto-Adaptive Parallel SOM Architecture with a modular analysis for dynamic object segmentation in videos. Neurocomputing Graciela Ramírez Alonso, Mario Ignacio Chacon-Murguia
2016	B	`conf`	Background modeling on depth video sequences using self-organizing retinotopic maps. IJCNN Mario Ignacio Chacon-Murguia, Oscar Alejandro Chavez-Montes, Juan A. Ramirez-Quintana
2016	—	`conf`	Edge Detection in Time Variant Scenarios Based on a Novel Perceptual Method and a Gestalt Spiking Cortical Model. MCPR Juan A. Ramirez-Quintana, Mario Ignacio Chacon-Murguia, Alma Delia Corral Sáenz
2016	B	`conf`	Evaluation of the background modeling method Auto-Adaptive Parallel Neural Network Architecture in the SBMnet dataset. ICPR Mario Ignacio Chacon-Murguia, Juan A. Ramirez-Quintana, Graciela Ramírez Alonso
2016	J	`jnl`	Object detection in video sequences by a temporal modular self-adaptive SOM. Neural Comput. Appl. Graciela Ramírez Alonso, Mario Ignacio Chacon-Murguia
2015	—	`conf`	A fuzzy computer aided diagnosis system using breast thermography. ISBI Jorge D. Calderon-Contreras, Mario Ignacio Chacon-Murguia, Adrian J. Villalobos-Montiel, Leticia Ortega Máynez
2015	—	`conf`	A neural bio-inspired scheme for head pose recognition. SP/SPE Huber Eustacio Orozco Rodriguez, Mario Ignacio Chacon-Murguia, Juan Alberto Ramirez-Quintana
2015	J	`jnl`	An Adaptive Unsupervised Neural Network Based on Perceptual Mechanism for Dynamic Object Detection in Videos with Real Scenarios. Neural Process. Lett. Juan A. Ramirez-Quintana, Mario Ignacio Chacon-Murguia
2015	—	`conf`	Automatic Segmentation of Regions of Interest in Breast Thermographic Images. MCPR Adrian J. Villalobos-Montiel, Mario Ignacio Chacon-Murguia, Jorge D. Calderon-Contreras, Leticia Ortega Máynez
2015	—	`conf`	Body markers detection based on 3D video processing oriented to children gait analysis. SP/SPE Mario Ignacio Chacon-Murguia, Carlos Avalos-Gonzalez, Omar Arias-Enriquez
2015	—	`ch.`	Cellular Neural Network Scheme for Image Binarization in Video Sequence Analysis. Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization Mario Ignacio Chacon-Murguia, Juan A. Ramirez-Quintana
2015	J	`jnl`	Detecting Driver Drowsiness: A survey of system designs and technology. IEEE Consumer Electron. Mag. Mario Ignacio Chacon-Murguia, Claudia Prieto-Resendiz
2015	J	`jnl`	Fuzzy-neural self-adapting background modeling with automatic motion analysis for dynamic object detection. Appl. Soft Comput. Mario Ignacio Chacon-Murguia, Graciela Ramírez Alonso
2015	J	`jnl`	Segmentation of video background regions based on a DTCNN-clustering approach. Signal Image Video Process. Mario Ignacio Chacon-Murguia, Juan A. Ramirez-Quintana, David Urias-Zavala
2015	J	`jnl`	Self-adaptive SOM-CNN neural system for dynamic object detection in normal and complex scenarios. Pattern Recognit. Juan A. Ramirez-Quintana, Mario Ignacio Chacon-Murguia
2014	—	`ch.`	A DTCNN Approach on Video Analysis: Dynamic and Static Object Segmentation. Recent Advances on Hybrid Approaches for Designing Intelligent Systems Mario Ignacio Chacon-Murguia, David Urias-Zavala
2014	—	`conf`	Rao-blackwellized particle filter for multiple object tracking in video analysis. CCE Sergio Gonzalez-Duarte, Mario Ignacio Chacon-Murguia
2014	—	`conf`	Segmentation of dynamic objects in video sequences fusing the strengths of a background subtraction model, optical flow and matting algorithms. SSIAI Graciela María de Jesús Ramírez Alonso, Mario Ignacio Chacon-Murguia
2014	—	`conf`	Thermal Image Processing for Breast Symmetry Detection Oriented to Automatic Breast Cancer Analysis. MCPR Mario Ignacio Chacon-Murguia, Adrian J. Villalobos-Montiel, Jorge D. Calderon-Contreras
2013	—	`conf`	A Fuzzy Scheme for Gait Cycle Phase Detection Oriented to Medical Diagnosis. MCPR Mario Ignacio Chacon-Murguia, Omar Arias-Enriquez, Rafael Sandoval-Rodríguez
2013	J	`jnl`	Analysis of Perceptual Models Based on Visual Cortex for Object Segmentation in Video Sequences. Res. Comput. Sci. Juan Alberto Ramirez-Quintana, Mario Ignacio Chacon-Murguia
2013	B	`conf`	Improvement of a neural-fuzzy motion detection vision model for complex scenario conditions. IJCNN Mario Ignacio Chacon-Murguia, Graciela Ramírez Alonso, Sergio Gonzalez-Duarte
2013	—	`ch.`	Practical Aspects on the Implementation of Iterative ANN Models on GPU Technology. Recent Advances on Hybrid Intelligent Systems Mario Ignacio Chacon-Murguia, Jorge A. Cardona-Soto
2013	B	`conf`	Self-organizing retinotopic maps applied to background modeling for dynamic object segmentation in video sequences. IJCNN Juan A. Ramirez-Quintana, Mario Ignacio Chacon-Murguia
2012	J	`jnl`	An Adaptive Neural-Fuzzy Approach for Object Detection in Dynamic Backgrounds for Surveillance Systems. IEEE Trans. Ind. Electron. Mario Ignacio Chacon-Murguia, Sergio Gonzalez-Duarte
2012	—	`conf`	Human Sign Recognition for Robot Manipulation. MCPR Leonardo Saldivar-Piñon, Mario Ignacio Chacon-Murguia, Rafael Sandoval-Rodríguez, Javier Vega-Pineda
2011	—	`conf`	Dust Storm Detection Using a Neural Network with Uncertainty and Ambiguity Output Analysis. MCPR Mario Ignacio Chacon-Murguia, Yearim Quezada-Holguín, Pablo Rivas-Perea, Sergio D. Cabrera
2011	—	`conf`	Thermal Video Analysis for Fire Detection Using Shape Regularity and Intensity Saturation Features. MCPR Mario Ignacio Chacon-Murguia, Francisco J. Perez-Vargas
2010	—	`ch.`	Automatic Dust Storm Detection Based on Supervised Classification of Multispectral Data. Soft Computing for Recognition Based on Biometrics Pablo Rivas-Perea, José-Gerardo Rosiles, Mario Ignacio Chacon-Murguia, James Tilton
2010	—	`ch.`	Scene Recognition Based on Fusion of Color and Corner Features. Soft Computing for Recognition Based on Biometrics Mario Ignacio Chacon-Murguia, Cynthia P. Guerrero-Saucedo, Rafael Sandoval-Rodríguez
2010	J	`jnl`	Subjective measurement of cosmetic defects using a Computational Intelligence approach. Eng. Appl. Artif. Intell. Mario Ignacio Chacon-Murguia, Juan I. Nevarez-Santana, Waldo J. Perez-Regalado
2009	—	`ch.`	EMG Hand Burst Activity Detection Study Based on Hard and Soft Thresholding. Bio-inspired Hybrid Intelligent Systems for Image Analysis and Pattern Recognition Mario Ignacio Chacon-Murguia, Leonardo Valencia Olvera, Alfonso Delgado Reyes
2009	—	`conf`	Edge Detection Based on a PCNN-Anisotropic Diffusion Synergetic Approach. ISNN (4) Mario Ignacio Chacon-Murguia, Mitzy Nevarez-Aguilar, Angel Licon-Trillo, Oscar Mendoza-Vidaña, J. Alejandro Martinez-Ibarra, Francisco J. Solis-Martinez, Lucina Cordoba Fierro
2009	J	`jnl`	Multiblob Cosmetic Defect Description/Classification Using a Fuzzy Hierarchical Classifier. IEEE Trans. Ind. Electron. Mario Ignacio Chacon-Murguia, Juan I. Nevarez-Santana, Rafael Sandoval-Rodríguez
2009	B	`conf`	Simplified SOM-neural model for video segmentation of moving objects. IJCNN Mario Ignacio Chacon-Murguia, Gonzalez D. Sergio, Javier Vega-Pineda
2008	B	`conf`	A fuzzy clustering approach on the classification of non uniform cosmetic defects. FUZZ-IEEE Mario Ignacio Chacon-Murguia, Juan I. Nevarez-Santana
2007	J	`jnl`	A Fuzzy Approach on Image Complexity Measure. Computación y Sistemas Mario Ignacio Chacon-Murguia, Alma Delia Corral Sáenz, Rafael Sandoval-Rodríguez
2007	J	`jnl`	A Fuzzy Clustering Approach for Face Recognition Based on Face Feature Lines and Eigenvectors. Eng. Lett. Mario Ignacio Chacon-Murguia, Pablo Rivas-Perea, Graciela Ramírez Alonso
2007	—	`conf`	Image Processing Applications with a PCNN. ISNN (3) Mario Ignacio Chacon-Murguia, Alejandro S. Zimmerman, Pablo Rivas-Perea
2006	B	`conf`	Synthesis of Pulsed-Coupled Neural Networks in FPGAs for Real-Time Image Segmentation. IJCNN Javier Vega-Pineda, Mario Ignacio Chacon-Murguia, Roberto Camarillo-Cisneros
2005	J	`jnl`	Clasificación de Defectos en Madera utilizando Redes Neuronales Artificiales. Computación y Sistemas Graciela María de Jesús Ramírez Alonso, Mario Ignacio Chacon-Murguia
2003	—	`conf`	Image processing using the PCNN time matrix as a selective filter. ICIP (1) Mario Ignacio Chacon-Murguia, Alejandro S. Zimmerman
2002	J	`jnl`	A Fuzzy Neural Network Approach for Document Region Classification Using Human Visual Perception Features. Computación y Sistemas Mario Ignacio Chacon-Murguia
2001	B	`conf`	Fuzzy Adaptive Edge Definition Based on the Complexity of the Image. FUZZ-IEEE Mario Ignacio Chacon-Murguia, Luis Enrique Aguilar, Abdi Delgado