Self-adaptive SOM-CNN neural system for dynamic object detection in normal and complex scenarios JA Ramirez-Quintana, MI Chacon-Murguia Pattern Recognition 48 (4), 1137-1149, 2015 | 55 | 2015 |
Redes neuronales artificiales para el procesamiento de imágenes, una revisión de la última década RQ Juan, CM Mario RIEE&C, Revista de Ingeniería Eléctrica, Electrónica y Computación 9 (1), 7-16, 2011 | 50 | 2011 |
Artificial Neural Image Processing Applications: A Survey. JA Ramírez-Quintana, MI Chacon-Murguia, JF Chacon-Hinojos Engineering Letters 20 (1), 2012 | 39 | 2012 |
Brain-computer interface system based on p300 processing with convolutional neural network, novel speller, and low number of electrodes JA Ramirez-Quintana, L Madrid-Herrera, MI Chacon-Murguia, ... Cognitive Computation 13 (1), 108-124, 2021 | 29 | 2021 |
Temporal weighted learning model for background estimation with an automatic re-initialization stage and adaptive parameters update G Ramirez-Alonso, JA Ramirez-Quintana, MI Chacon-Murguia Pattern Recognition Letters 96, 34-44, 2017 | 25 | 2017 |
Self-organizing retinotopic maps applied to background modeling for dynamic object segmentation in video sequences JA Ramírez-Quintana, MI Chacon-Murguía The 2013 International Joint Conference on Neural Networks (IJCNN), 1-8, 2013 | 18 | 2013 |
Human image complexity analysis using a fuzzy inference system L Madrid-Herrera, MI Chacon-Murguia, DA Posada-Urrutia, ... 2019 IEEE international conference on fuzzy systems (FUZZ-IEEE), 1-6, 2019 | 15 | 2019 |
Novel SSVEP processing method based on correlation and feedforward neural network for embedded brain computer interface J Ramírez-Quintana, J Macias-Macias, A Corral-Saenz, ... Pattern Recognition: 11th Mexican Conference, MCPR 2019, Querétaro, Mexico …, 2019 | 13 | 2019 |
An adaptive unsupervised neural network based on perceptual mechanism for dynamic object detection in videos with real scenarios JA Ramirez-Quintana, MI Chacon-Murguia Neural Processing Letters 42 (3), 665-689, 2015 | 12 | 2015 |
A new approach for multiclass motor imagery recognition using pattern image features generated from common spatial patterns MI Chacon-Murguia, BE Olivas-Padilla, J Ramirez-Quintana Signal, Image and Video Processing 14 (5), 915-923, 2020 | 10 | 2020 |
A novel instrument to compare dynamic object detection algorithms MI Chacon-Murguia, A Guzman-Pando, G Ramirez-Alonso, ... Image and Vision Computing 88, 19-28, 2019 | 9 | 2019 |
Análisis del desempeño de redes neuronales profundas para segmentación semántica en hardware limitado OA Soto-Orozco, AD Corral-Sáenz, CE Rojo-González, ... ReCIBE. Revista electrónica de Computación, Informática, Biomédica y …, 2019 | 9 | 2019 |
Evaluation of the background modeling method auto-adaptive parallel neural network architecture in the sbmnet dataset MI Chacon-Murguia, JA Ramirez-Quintana, G Ramirez-Alonso 2016 23rd International Conference on Pattern Recognition (ICPR), 137-142, 2016 | 7 | 2016 |
A novel deep capsule neural network for vowel imagery patterns from EEG signals JA Ramirez-Quintana, JM Macias-Macias, G Ramirez-Alonso, ... Biomedical Signal Processing and Control 81, 104500, 2023 | 6 | 2023 |
Self-adapting fuzzy model for dynamic object detection using RGB-D information MI Chacon-Murguia, HE Orozco-Rodriguez, JA Ramirez-Quintana IEEE Sensors Journal 17 (23), 7961-7970, 2017 | 6 | 2017 |
Segmentation of video background regions based on a DTCNN-clustering approach MI Chacon-Murguia, J Ramirez-Quintana, D Urias-Zavala Signal, Image and Video Processing 9 (Suppl 1), 135-144, 2015 | 6 | 2015 |
A prototypical network for few-shot recognition of speech imagery data A Hernandez-Galvan, G Ramirez-Alonso, J Ramirez-Quintana Biomedical Signal Processing and Control 86, 105154, 2023 | 5 | 2023 |
Adaptive fuzzy weighted color histogram and HOG appearance model for object tracking with a dynamic trained neural network prediction MI Chacon-Murguia, A Rivero-Olivas, JA Ramirez-Quintana Signal, Image and Video Processing 15 (7), 1585-1592, 2021 | 5 | 2021 |
Adaptive background modeling of complex scenarios based on pixel level learning modeled with a retinotopic self-organizing map and radial basis mapping JA Ramirez-Quintana, MI Chacon-Murguia, GM Ramirez-Alonso Applied Intelligence 48 (12), 4976-4997, 2018 | 5 | 2018 |
Interpretation of a deep analysis of speech imagery features extracted by a capsule neural network JM Macías-Macías, JA Ramírez-Quintana, MI Chacón-Murguía, ... Computers in Biology and Medicine 159, 106909, 2023 | 4 | 2023 |