Mario Martínez-Zarzuela

72 papers C 10Misc 4Journal 33Unranked 23
YearRankTypeTitle / Venue / Authors
2026 J jnl
ME-WARD: A multimodal ergonomic analysis tool for musculoskeletal risk assessment from inertial and video data in working plac.
CoRR
Javier González-Alonso, Paula Martín-Tapia, David González Ortega, Míriam Antón-Rodríguez, Francisco Javier Díaz Pernas, Mario Martínez-Zarzuela
2025 J jnl
ME-WARD: A multimodal ergonomic analysis tool for musculoskeletal risk assessment from inertial and video data in working places.
Expert Syst. Appl.
Javier González-Alonso, Paula Martín-Tapia, David González Ortega, Míriam Antón-Rodríguez, Francisco Javier Díaz Pernas, Mario Martínez-Zarzuela
2025 J jnl
Paving the Way Towards Kinematic Assessment Using Monocular Video: A Preclinical Benchmark of State-of-the-Art Deep-Learning-Based 3D Human Pose Estimators Against Inertial Sensors in Daily Living Activities.
CoRR
Mario Medrano-Paredes, Carmen Fernández-González, Francisco Javier Díaz Pernas, Hichem Saoudi, Javier González-Alonso, Mario Martínez-Zarzuela
2024 J jnl
A Deep Learning Approach for Brain Tumor Classification and Segmentation Using a Multiscale Convolutional Neural Network.
CoRR
Francisco Javier Díaz Pernas, Mario Martínez-Zarzuela, Míriam Antón-Rodríguez, David González Ortega
2024 J jnl
A Physiological Sensor-Based Android Application Synchronized with a Driving Simulator for Driver Monitoring.
CoRR
David González Ortega, Francisco Javier Díaz Pernas, Mario Martínez-Zarzuela, Míriam Antón-Rodríguez
2024 J jnl
A comparative study on wearables and single-camera video for upper-limb out-of-thelab activity recognition with different deep learning architectures.
CoRR
Mario Martínez-Zarzuela, David González Ortega, Míriam Antón-Rodríguez, Francisco Javier Díaz Pernas, Henning Müller, Cristina Simon-Martinez
2024 J jnl
Comparative Analysis of Kinect-Based and Oculus-Based Gaze Region Estimation Methods in a Driving Simulator.
CoRR
David González Ortega, Francisco Javier Díaz Pernas, Mario Martínez-Zarzuela, Míriam Antón-Rodríguez
2024 J jnl
Custom IMU-Based Wearable System for Robust 2.4 GHz Wireless Human Body Parts Orientation Tracking and 3D Movement Visualization on an Avatar.
CoRR
Javier González-Alonso, David Oviedo-Pastor, Héctor J. Aguado, Francisco Javier Díaz Pernas, David González Ortega, Mario Martínez-Zarzuela
2023 J jnl
VIDIMU. Multimodal video and IMU kinematic dataset on daily life activities using affordable devices.
CoRR
Mario Martínez-Zarzuela, Javier González-Alonso, Míriam Antón-Rodríguez, Francisco Javier Díaz Pernas, Henning Müller, Cristina Simon-Martinez
2021 J jnl
Comparative Analysis of Kinect-Based and Oculus-Based Gaze Region Estimation Methods in a Driving Simulator.
Sensors
David González Ortega, Francisco Javier Díaz Pernas, Mario Martínez-Zarzuela, Míriam Antón-Rodríguez
2021 J jnl
Custom IMU-Based Wearable System for Robust 2.4 GHz Wireless Human Body Parts Orientation Tracking and 3D Movement Visualization on an Avatar.
Sensors
Javier González-Alonso, David Oviedo-Pastor, Héctor J. Aguado, Francisco Javier Díaz Pernas, David González Ortega, Mario Martínez-Zarzuela
2020 — conf
An Experience of Game-Based Learning in Web Applications Development Courses.
ICPEC
Míriam Antón-Rodríguez, María Ángeles Pérez-Juárez, Francisco Javier Díaz Pernas, David González Ortega, Mario Martínez-Zarzuela, Javier Manuel Aguiar Pérez
2019 J jnl
A Physiological Sensor-Based Android Application Synchronized with a Driving Simulator for Driver Monitoring.
Sensors
David González Ortega, Francisco Javier Díaz Pernas, Mario Martínez-Zarzuela, Míriam Antón-Rodríguez
2019 C conf
Evaluation of Driving Efficiency and Safety with a Custom-Developed Simulation Scenario.
SIMULTECH
David González Ortega, Francisco Javier Díaz Pernas, Mario Martínez-Zarzuela, Míriam Antón-Rodríguez
2019 J jnl
IDTxl: The Information Dynamics Toolkit xl: a Python package for the efficient analysis of multivariate information dynamics in networks.
J. Open Source Softw.
Patricia Wollstadt, Joseph T. Lizier, Raul Vicente, Conor Finn, Mario Martínez-Zarzuela, Pedro A. M. Mediano, Leonardo Novelli, Michael Wibral
2018 J jnl
IDTxl: The Information Dynamics Toolkit xl: a Python package for the efficient analysis of multivariate information dynamics in networks.
CoRR
Patricia Wollstadt, Joseph T. Lizier, Raul Vicente, Conor Finn, Mario Martínez-Zarzuela, Pedro A. M. Mediano, Leonardo Novelli, Michael Wibral
2018 J jnl
Measuring Alterations of Spontaneous EEG Neural Coupling in Alzheimer's Disease and Mild Cognitive Impairment by Means of Cross-Entropy Metrics.
Frontiers Neuroinformatics
Saúl J. Ruiz-Gómez, Carlos Gómez, Jesús Poza, Mario Martínez-Zarzuela, Miguel Ángel Tola-Arribas, Mónica Cano, Roberto Hornero
2018 C conf
Unity-based Simulation Scenarios to Study Driving Performance.
SIMULTECH
David González Ortega, Francisco Javier Díaz Pernas, Mario Martínez-Zarzuela, Míriam Antón-Rodríguez
2017 — conf
3D Kinect-Based Gaze Region Estimation in a Driving Simulator.
UCAmI
David González Ortega, J. González-Díaz, Francisco Javier Díaz Pernas, Mario Martínez-Zarzuela, Míriam Antón-Rodríguez
2017 J jnl
Comparative Study of Neural Network Frameworks for the Next Generation of Adaptive Optics Systems.
Sensors
Carlos González-Gutiérrez, Jesús Daniel Santos Rodríguez, Mario Martínez-Zarzuela, Alastair G. Basden, James Osborn, Francisco Javier Díaz Pernas, Francisco Javier de Cos Juez
2017 J jnl
Learning and surface boundary feedbacks for colour natural scene perception.
Appl. Soft Comput.
Francisco Javier Díaz Pernas, Mario Martínez-Zarzuela, Míriam Antón-Rodríguez, David González Ortega
2017 — conf
Telekin - Tele-rehabilitation System for Musculoskeletal and Cognitive Disorders using Natural Movement Interface Devices.
ICT4AgeingWell
Raúl Velasco Caminero, Luis A. Méndez-Herrero, Francisco Javier Díaz Pernas, Juan Calabia del Campo, Míriam Antón-Rodríguez, Mario Martínez-Zarzuela
2017 — conf
The EPIK Island - Serious Game for Stroke Recovery.
ICT4AgeingWell
Inés Pinilla Giménez, Francisco Javier Díaz Pernas, Sonia Garrote Fernández, Juan Azael Herrero Alonso, David González Ortega, Mario Martínez-Zarzuela
2016 — conf
Android Application to Monitor Physiological Sensor Signals Simultaneously.
UCAmI (1)
David González Ortega, Francisco Javier Díaz Pernas, Amine Khadmaoui, Mario Martínez-Zarzuela, Míriam Antón-Rodríguez
2016 — conf
Contour Learning and Diffusive Processes for Colour Perception.
SIGMAP
Francisco Javier Díaz Pernas, Mario Martínez-Zarzuela, Míriam Antón-Rodríguez, David González Ortega
2016 J jnl
Flexible human action recognition in depth video sequences using masked joint trajectories.
EURASIP J. Image Video Process.
Antonio Tejero-de-Pablos, Yuta Nakashima, Naokazu Yokoya, Francisco Javier Díaz Pernas, Mario Martínez-Zarzuela
2015 — conf
EPIK - Virtual Rehabilitation Platform Devised to Increase Self-reliance of People with Limited Mobility.
ICT4AgeingWell
Sonia Garrote, Azael J. Herrero, Miguel Pedraza-Hueso, Carlos González-Gutiérrez, María V. Fernández-San Román, Francisco Javier Díaz Pernas, Héctor Menéndez, Cristina M. Ferrero, Mario Martínez-Zarzuela
2014 J jnl
A Kinect-based system for cognitive rehabilitation exercises monitoring.
Comput. Methods Programs Biomed.
David González Ortega, Francisco Javier Díaz Pernas, Mario Martínez-Zarzuela, Míriam Antón-Rodríguez
2014 J jnl
Double recurrent interaction V1-V2-V4 based neural architecture for color natural scene boundary detection and surface perception.
Appl. Soft Comput.
Francisco Javier Díaz Pernas, Mario Martínez-Zarzuela, Míriam Antón-Rodríguez, David González Ortega
2014 J jnl
Efficient transfer entropy analysis of non-stationary neural time series.
CoRR
Patricia Wollstadt, Mario Martínez-Zarzuela, Raul Vicente, Francisco Javier Díaz Pernas, Michael Wibral
2014 J jnl
Indoor 3D Video Monitoring Using Multiple Kinect Depth-Cameras.
CoRR
Mario Martínez-Zarzuela, Miguel Pedraza-Hueso, Francisco Javier Díaz Pernas, David González Ortega, Míriam Antón-Rodríguez
2013 J jnl
Cross-Approximate Entropy parallel computation on GPUs for biomedical signal analysis. Application to MEG recordings.
Comput. Methods Programs Biomed.
Mario Martínez-Zarzuela, Carlos Gómez, Francisco Javier Díaz Pernas, Alberto Fernández, Roberto Hornero
2013 — conf
Educational Tourism through a Virtual Reality Platform.
VARE
Mario Martínez-Zarzuela, Francisco Javier Díaz Pernas, Sergio Martín Calzón, David González Ortega, Míriam Antón-Rodríguez
2013 — conf
Mobile Serious Game Using Augmented Reality for Supporting Children's Learning About Animals.
VARE
Mario Martínez-Zarzuela, Francisco Javier Díaz Pernas, Leire Barroso Martínez, David González Ortega, Míriam Antón-Rodríguez
2013 J jnl
Multi-nature hierarchical approach for natural image segmentation with pattern refinement feedback.
Neurocomputing
Francisco Javier Díaz Pernas, Míriam Antón-Rodríguez, Mario Martínez-Zarzuela, Freddy José Perozo-Rondón, David González Ortega
2013 J jnl
Real-time vision-based eye state detection for driver alertness monitoring.
Pattern Anal. Appl.
David González Ortega, Francisco Javier Díaz Pernas, Míriam Antón-Rodríguez, Mario Martínez-Zarzuela, José Fernando Díez Higuera
2012 C conf
A web-based application for QoS measurement of an EHRs system using exploratory factor analysis (EFA).
EATIS
Isabel de la Torre Díez, Francisco Javier Díaz Pernas, Míriam Antón-Rodríguez, Mario Martínez-Zarzuela, David González Ortega, Daniel Boto-Giralda
2012 C conf
Analysis of the benefits and constraints for the implementation of cloud computing over an EHRs system.
EATIS
Isabel de la Torre Díez, Francisco Javier Díaz Pernas, Gonzalo Fernández-Cardeñosa, Míriam Antón-Rodríguez, Mario Martínez-Zarzuela, David González Ortega, Daniel Boto-Giralda
2012 — conf
Driver Drowsiness Monitoring Application with Graphical User Interface.
UCAmI
David González Ortega, Francisco Javier Díaz Pernas, Mario Martínez-Zarzuela, Míriam Antón-Rodríguez, Freddy José Perozo-Rondón
2012 C conf
Early detection traffic flow incidents model on road networks.
EATIS
Daniel Boto-Giralda, José Fernando Díez Higuera, Francisco Javier Díaz Pernas, F. Perozo-Rondón, R. Frías-Simón, Mario Martínez-Zarzuela, Míriam Antón-Rodríguez, David González Ortega, Isabel de la Torre Díez
2012 J jnl
High-performance template tracking.
J. Vis. Commun. Image Represent.
Raúl Cabido, Antonio S. Montemayor, Juan José Pantrigo, Mario Martínez-Zarzuela, Bryson R. Payne
2012 C conf
Integral logistic management platform for transports IDGLOTRANS.
EATIS
Daniel Boto-Giralda, José Fernando Díez Higuera, Francisco Javier Díaz Pernas, F. Perozo-Rondón, A. Picón-Torres, Mario Martínez-Zarzuela, Míriam Antón-Rodríguez, David González Ortega, Isabel de la Torre Díez
2012 J jnl
Moodle-Based Software to Support the Learning of Web Programming.
Int. J. Knowl. Soc. Res.
Míriam Antón-Rodríguez, María Ángeles Pérez-Juárez, Francisco Javier Díaz Pernas, F. Perozo-Rondón, Mario Martínez-Zarzuela, David González Ortega
2012 J jnl
Performance Evaluation of a Web-Based System to Exchange Electronic Health Records Using Queueing Model (M/M/1).
J. Medical Syst.
Isabel de la Torre Díez, Francisco Javier Díaz Pernas, Míriam Antón-Rodríguez, Mario Martínez-Zarzuela, José Fernando Díez Higuera, Daniel Boto-Giralda, Miguel Maldonado López, Roberto Hornero, María Isabel López
2012 — conf
Synchrony analysis of spontaneous MEG activity in Alzheimer's disease patients.
EMBC
Carlos Gómez, Mario Martínez-Zarzuela, Jesús Poza, Francisco Javier Díaz Pernas, Alberto Fernández, Roberto Hornero
2012 C conf
System security control through the management of driving time for devices on board.
EATIS
Daniel Boto-Giralda, José Fernando Díez Higuera, Francisco Javier Díaz Pernas, F. Perozo-Rondón, N. Pastor-Rodríguez, Mario Martínez-Zarzuela, Míriam Antón-Rodríguez, David González Ortega, Isabel de la Torre Díez
2011 — conf
AdaBoost Face Detection on the GPU Using Haar-Like Features.
IWINAC (2)
Mario Martínez-Zarzuela, Francisco Javier Díaz Pernas, Míriam Antón-Rodríguez, F. Perozo-Rondón, David González Ortega
2011 Misc conf
Analysis of XML Native Databases for E-Health Applications.
DCAI
Isabel de la Torre Díez, Francisco Javier Díaz Pernas, Míriam Antón-Rodríguez, Mario Martínez-Zarzuela, David González Ortega, José Fernando Díez Higuera
2011 — conf
Bio-inspired Color Image Segmentation on the GPU (BioSPCIS).
IWINAC (2)
Mario Martínez-Zarzuela, Francisco Javier Díaz Pernas, Míriam Antón-Rodríguez, F. Perozo-Rondón, David González Ortega
2011 — conf
Fuzzy ARTMAP Based Neural Networks on the GPU for High-Performance Pattern Recognition.
IWINAC (2)
Mario Martínez-Zarzuela, Francisco Javier Díaz Pernas, Antonio Tejero-de-Pablos, F. Perozo-Rondón, Míriam Antón-Rodríguez, David González Ortega
2011 Misc conf
Mobile Access System for the Management of Electronic Health Records of Patients with Mental Disability.
DCAI
Míriam Antón-Rodríguez, Isabel de la Torre Díez, P. Gutiérrez-Díez, Francisco Javier Díaz Pernas, Mario Martínez-Zarzuela, David González Ortega, José Fernando Díez Higuera
2011 J jnl
Multi-scale neural texture classification using the GPU as a stream processing engine.
Mach. Vis. Appl.
Mario Martínez-Zarzuela, Francisco Javier Díaz Pernas, Míriam Antón-Rodríguez, José Fernando Díez Higuera, David González Ortega, Daniel Boto-Giralda, F. López-González, Isabel de la Torre Díez
2011 J jnl
Multiple scale neural architecture for enhancing regions in the colour image segmentation process.
Expert Syst. J. Knowl. Eng.
Francisco Javier Díaz Pernas, Míriam Antón-Rodríguez, Mario Martínez-Zarzuela, José Fernando Díez Higuera, David González Ortega, Daniel Boto-Giralda
2010 Misc conf
Natural Scene Segmentation Method through Hierarchical Nature Categorization.
DCAI
Francisco Javier Díaz Pernas, Míriam Antón-Rodríguez, José Fernando Díez Higuera, Mario Martínez-Zarzuela, David González Ortega, Daniel Boto-Giralda, Isabel de la Torre Díez
2010 J jnl
Real-time hands, face and facial features detection and tracking: Application to cognitive rehabilitation tests monitoring.
J. Netw. Comput. Appl.
David González Ortega, Francisco Javier Díaz Pernas, Mario Martínez-Zarzuela, Míriam Antón-Rodríguez, José Fernando Díez Higuera, Daniel Boto-Giralda
2010 — conf
Self Organizing Neural Network Application for Skin Color Segmentation.
IJCCI (ICFC-ICNC)
David González Ortega, Francisco Javier Díaz Pernas, Míriam Antón-Rodríguez, Mario Martínez-Zarzuela, Isabel de la Torre Díez, José Fernando Díez Higuera, Daniel Boto-Giralda
2010 — conf
Using Wikis to Learn Computer Programming.
WSKS (1)
David González Ortega, Francisco Javier Díaz Pernas, Mario Martínez-Zarzuela, Míriam Antón-Rodríguez, José Fernando Díez Higuera, Daniel Boto-Giralda, Isabel de la Torre Díez
2010 J jnl
Wavelet-Based Denoising for Traffic Volume Time Series Forecasting with Self-Organizing Neural Networks.
Comput. Aided Civ. Infrastructure Eng.
Daniel Boto-Giralda, Francisco Javier Díaz Pernas, David González Ortega, José Fernando Díez Higuera, Míriam Antón-Rodríguez, Mario Martínez-Zarzuela, Isabel de la Torre Díez
2009 — conf
Adaptative Resonance Theory Fuzzy Networks Parallel Computation Using CUDA.
IWANN (1)
Mario Martínez-Zarzuela, Francisco Javier Díaz Pernas, Antonio Tejero-de-Pablos, Míriam Antón-Rodríguez, José Fernando Díez Higuera, Daniel Boto-Giralda, David González Ortega
2009 C conf
Computer Vision-Based Eyelid Closure Detection: A Comparison of MLP and SVM Classifiers.
ISDA
David González Ortega, Francisco Javier Díaz Pernas, Míriam Antón-Rodríguez, Mario Martínez-Zarzuela, José Fernando Díez Higuera, Daniel Boto-Giralda
2009 C conf
Real-Time Nose Detection and Tracking Based on AdaBoost and Optical Flow Algorithms.
IDEAL
David González Ortega, Francisco Javier Díaz Pernas, Mario Martínez-Zarzuela, Míriam Antón-Rodríguez, José Fernando Díez Higuera, Daniel Boto-Giralda
2009 J jnl
Recognition of coloured and textured images through a multi-scale neural architecture with orientational filtering and chromatic diffusion.
Neurocomputing
Míriam Antón-Rodríguez, Francisco Javier Díaz Pernas, José Fernando Díez Higuera, Mario Martínez-Zarzuela, David González Ortega, Daniel Boto-Giralda
2009 — ch.
Stream Processing of a Neural Classifier I.
Encyclopedia of Artificial Intelligence
Mario Martínez-Zarzuela, Francisco Javier Díaz Pernas, David González Ortega, José Fernando Díez Higuera, Míriam Antón-Rodríguez
2009 — ch.
Stream Processing of a Neural Classifier II.
Encyclopedia of Artificial Intelligence
Mario Martínez-Zarzuela, Francisco Javier Díaz Pernas, David González Ortega, José Fernando Díez Higuera, Míriam Antón-Rodríguez
2009 — conf
Texture Classification of the Entire Brodatz Database through an Orientational-Invariant Neural Architecture.
IWINAC (2)
Francisco Javier Díaz Pernas, Míriam Antón-Rodríguez, José Fernando Díez Higuera, Mario Martínez-Zarzuela, David González Ortega, Daniel Boto-Giralda
2008 — conf
A Bio-inspired Neural Model for Colour Image Segmentation.
ANNPR
Francisco Javier Díaz Pernas, Míriam Antón-Rodríguez, José Fernando Díez Higuera, Mario Martínez-Zarzuela
2008 — conf
Multiple Scale Neural Architecture for Recognising Coloured and Textured Scenes.
BIOSIGNALS (2)
Francisco Javier Díaz Pernas, Míriam Antón-Rodríguez, Víctor Iván Serna-González, José Fernando Díez Higuera, Mario Martínez-Zarzuela
2007 Misc conf
Fuzzy ART Neural Network Parallel Computing on the GPU.
IWANN
Mario Martínez-Zarzuela, Francisco Javier Díaz Pernas, José Fernando Díez Higuera, Míriam Antón-Rodríguez
2007 — conf
Real Time GPU-Based Fuzzy ART Skin Recognition.
PKDD
Mario Martínez-Zarzuela, Francisco Javier Díaz Pernas, David González Ortega, José Fernando Díez Higuera, Míriam Antón-Rodríguez
2006 — conf
Automatic Guidance of a Tractor Using Distributed Applications.
ISPA Workshops
Jaime Gómez Gil, Antonio Carlón, José Fernando Díez Higuera, Mario Martínez-Zarzuela, Daniel Boto-Giralda, Luis Manuel Navas
2005 — conf
Computer Vision Architecture for Real-Time Face and Hand Detection and Tracking.
VISUAL
David González Ortega, Francisco Javier Díaz Pernas, José Fernando Díez Higuera, Mario Martínez-Zarzuela, Daniel Boto-Giralda
2005 C conf
Intelligent system for dynamic transport fleet management.
ETFA
Daniel Boto-Giralda, Míriam Antón-Rodríguez, Francisco Javier Díaz Pernas, José Fernando Díez Higuera, David González Ortega, Mario Martínez-Zarzuela