G. Castellanos-Dominguez

发表

Feature Extraction for MER Signals Using Adaptive Filter Banks

G. Castellanos-Dominguez, A. Orozco-Gutierrez, E.G. Suarez, 2008, 2008 Electronics, Robotics and Automotive Mechanics Conference (CERMA '08).

Estimation of dynamic neural activity using a Kalman filter approach based on physiological models

G. Castellanos-Dominguez, E. Giraldo, A.J. den Dekker, 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology.

Unsupervised feature selection in cardiac arrhythmias analysis

G. Castellanos-Dominguez, Diego Hernán Peluffo-Ordóñez, J. L. Rodriguez-Sotelo, 2009, 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Video-based social behavior recognition based on kernel relevance analysis

G. Castellanos-Dominguez, J. Fernández-Ramírez, A. Álvarez-Meza, 2019, The Visual Computer.

An improved method for unsupervised analysis of ECG beats based on WT features and J-means clustering

G. Castellanos-Dominguez, J. Rodriguez-Sotelo, D. Cuesta-Frau, 2007, 2007 Computers in Cardiology.

A strategy for classifying imbalanced data sets based on particle swarm optimization

G. Castellanos-Dominguez, C. C. Ceballes-Serrano, S. Garcia-Lopez, 2012, 2012 XVII Symposium of Image, Signal Processing, and Artificial Vision (STSIVA).

Digital Auscultation Analysis for Heart Murmur Detection

Juan Ignacio Godino-Llorente, G. Castellanos-Dominguez, Edilson Delgado-Trejos, 2009, Annals of Biomedical Engineering.

People detection in video streams using background subtraction and spatial-based scene modeling

G. Castellanos-Dominguez, S. Molina-Giraldo, H. D. Insuasti-Ceballos, 2015, 2015 20th Symposium on Signal Processing, Images and Computer Vision (STSIVA).

Improvement of an extended Kalman filter power line interference suppressor for ECG signals

G. Castellanos-Dominguez, J.M. Ferrero, L.D. Avendano-Valencia, 2007, 2007 Computers in Cardiology.

Kernel-based relevant feature extraction to support Motor Imagery classification

G. Castellanos-Dominguez, L. Arias-Mora, L. Lopez-Rios, 2015, 2015 20th Symposium on Signal Processing, Images and Computer Vision (STSIVA).

A novel tool for ground truth data generation for video-based object classification

G. Castellanos-Dominguez, S. Molina-Giraldo, H. D. Insuasti-Ceballos, 2015, 2015 20th Symposium on Signal Processing, Images and Computer Vision (STSIVA).

Feature extraction of speech signals in emotion identification

G. Castellanos-Dominguez, M. Morales-Perez, J. Echeverry-Correa, 2008, 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Quantifying image distortion based on Gabor filter bank and multiple regression analysis

G. Castellanos-Dominguez, H. Führ, W. Philips, 2011, Electronic Imaging.

TFR-based feature extraction using PCA approaches for discrimination of heart murmurs

G. Castellanos-Dominguez, D. Avendano-Valencia, F. Martinez-Tabares, 2009, 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Comparative analysis of time frequency representations for discrimination of epileptic activity in EEG signals

G. Castellanos-Dominguez, J. D. Martinez-Vargas, E. Giraldo, 2011, 2011 5th International IEEE/EMBS Conference on Neural Engineering.

Estimation of dynamic neural activity including informative priors into a Kalman filter based approach

G. Castellanos-Dominguez, J. D. Martinez-Vargas, J. S. Castano-Candamil, 2014, 3rd IEEE International Work-Conference on Bioinspired Intelligence.

Current density reconstruction from EEG based on a time varying nonlinear physiological model

G. Castellanos-Dominguez, E. Giraldo, 2011, 2011 5th International IEEE/EMBS Conference on Neural Engineering.

A new approach to discriminative HMM training for pathological voice classification

G. Castellanos-Dominguez, M. Sarria-Paja, E. Delgado-Trejos, 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology.

Epilepsy activity detection based on optimized one-class classifiers

G. Castellanos-Dominguez, C. A. Aguirre-Echeverry, L. Duque-Munoz, 2013, Symposium of Signals, Images and Artificial Vision - 2013: STSIVA - 2013.

Feature Extraction From Parametric Time–Frequency Representations for Heart Murmur Detection

Juan Ignacio Godino-Llorente, G. Castellanos-Dominguez, J. I. Godino-Llorente, 2010, Annals of Biomedical Engineering.

Weighted-PCA for unsupervised classification of cardiac arrhythmias

G. Castellanos-Dominguez, J. L. Rodriguez-Sotelo, D. Cuesta-Frau, 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology.

Kernel based hand gesture recognition using kinect sensor

G. Castellanos-Dominguez, S. Molina-Giraldo, Andres M. Alvarez-Meza, 2012, 2012 XVII Symposium of Image, Signal Processing, and Artificial Vision (STSIVA).

Relevance and redundancy analysis of PCG signals in the detection of heart murmurs by ANOVA

G. Castellanos-Dominguez, L. Velasquez-Martinez, S. Murillo-Rendon, 2012, 2012 XVII Symposium of Image, Signal Processing, and Artificial Vision (STSIVA).

Image information access using wedgelet filters

G. Castellanos-Dominguez, J.-C. Garcia-Alvarez, B.-H. Ortiz, 2008, 2008 First International Symposium on Applied Sciences on Biomedical and Communication Technologies.

Evaluation of feature extraction techniques on event-related potentials for detection of attention-deficit/hyperactivity disorder

G. Castellanos-Dominguez, F. Restrepo, G. Castellanos-Domínguez, 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology.

WEIGHTED TIME SERIES ANALYSIS FOR ELECTROENCEPHALOGRAPHIC SOURCE LOCALIZATION

G. Castellanos-Dominguez, E. Giraldo, D. Peluffo-Ordoñez, 2012 .

Improved parametric estimation of time frequency representations for cardiac murmur discrimination

G. Castellanos-Dominguez, L. D. Avendaño-Valencia, J. Ferrero, 2008, 2008 Computers in Cardiology.

Classification of premature ventricular contraction based on Discrete Wavelet Transform for real time applications

G. Castellanos-Dominguez, F. J. Martinez-Tabares, A. Orozco-Duque, 2013, 2013 Pan American Health Care Exchanges (PAHCE).

P300 analysis based on time frequency decomposition methods for adhd discrimination in child population

G. Castellanos-Dominguez, A. E. Castro-Ospina, L. Duque-Munoz, 2012, 2012 XVII Symposium of Image, Signal Processing, and Artificial Vision (STSIVA).

Selection of Dynamic Features Based on Time–Frequency Representations for Heart Murmur Detection from Phonocardiographic Signals

G. Castellanos-Dominguez, A. F. Quiceno-Manrique, J. I. Godino-Llorente, 2009, Annals of Biomedical Engineering.

A Weighted Dynamic Inverse Problem for electroencephalographic current density reconstruction

G. Castellanos-Dominguez, E. Giraldo, J. S. Castano-Candamil, 2013, 2013 6th International IEEE/EMBS Conference on Neural Engineering (NER).

Detection of obstructive sleep apnea in ECG recordings using time-frequency distributions and dynamic features

G. Castellanos-Dominguez, A. F. Quiceno-Manrique, M. A. Ferrer-Ballester, 2009, 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Bayesian estimation of neural activity for non stationary sources using time frequency based priors

G. Castellanos-Dominguez, J. D. Martinez-Vargas, G. Castellanos-Domínguez, 2013, 2013 6th International IEEE/EMBS Conference on Neural Engineering (NER).