Juan A. Ramirez-Quintana

33 papers B 4Journal 16Unranked 11
YearRankTypeTitle / 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
2025 J jnl
Novel Extreme-Lightweight Fully Convolutional Network for Low Computational Cost in Microbiological and Cell Analysis: Detection, Quantification, and Segmentation.
Big Data Cogn. Comput.
Juan A. Ramirez-Quintana, Edgar A. Salazar-Gonzalez, Mario I. Chacon Murguia, Carlos Arzate-Quintana
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
2023 J jnl
A novel Deep Capsule Neural Network for Vowel Imagery patterns from EEG signals.
Biomed. Signal Process. Control.
Juan A. Ramirez-Quintana, José Manuel Macías-Macías, Graciela Ramírez Alonso, Mario I. Chacon Murguia, Luis F. Corral-Martinez
2023 J jnl
A prototypical network for few-shot recognition of speech imagery data.
Biomed. Signal Process. Control.
Alan Hernandez-Galvan, Graciela Ramírez Alonso, Juan A. Ramirez-Quintana
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 — conf
Leukocyte Detection with Novel Fully Convolutional Network and a New Dataset of Blood Smear Complete Samples.
MCPR
Juan A. Ramirez-Quintana, Jesus H. Rios-Barrios, Mario I. Chacon Murguia, Carlos Arzate-Quintana, Alma Delia Corral Sáenz
2023 — conf
Leukocyte Recognition Using a Modified AlexNet and Image to Image GAN Data Augmentation.
MCPR
Armando Reyes-Esparza, Mario I. Chacon Murguia, Juan A. Ramirez-Quintana, Carlos Arzate-Quintana
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
OSLeD-wA: A One-Stage Lesion Detection Method with Attention Mechanisms.
MCPR
Sebastián Rascón-Cervantes, Graciela Ramírez Alonso, Juan A. Ramirez-Quintana, Manuel Montes-y-Gómez, J. Roberto López-Santillán
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
Brain-Computer Interface System Based on P300 Processing with Convolutional Neural Network, Novel Speller, and Low Number of Electrodes.
Cogn. Comput.
Juan A. Ramirez-Quintana, Luis Madrid-Herrera, Mario I. Chacon Murguia, Luis F. Corral-Martinez
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 — 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
2019 J jnl
A novel instrument to compare dynamic object detection algorithms.
Image Vis. Comput.
Mario I. Chacon Murguia, Abimael Guzmán-Pando, Graciela Ramírez Alonso, Juan A. Ramirez-Quintana
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
2019 — conf
Novel SSVEP Processing Method Based on Correlation and Feedforward Neural Network for Embedded Brain Computer Interface.
MCPR
Juan A. Ramirez-Quintana, José Manuel Macías-Macías, Alma Delia Corral Sáenz, Mario I. Chacon Murguia
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
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
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 — 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
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
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