557 citations · 621 across the 8 of their papers we have counts for
4 papers · 1 filter
A Physiological Sensor-Based Android Application Synchronized with a Driving Simulator for Driver Monitoring
David González-Ortega, Francisco Javier Díaz-Pernas, Mario Martínez-Zarzuela +1
In this paper, we present an Android application to control and monitor the physiological sensors from the Shimmer platform and its synchronized working with a driving simulator. T…
A Deep Learning Approach for Brain Tumor Classification and Segmentation Using a Multiscale Convolutional Neural Network
Francisco Javier Díaz-Pernas, Mario Martínez-Zarzuela, Míriam Antón-Rodríguez +1
In this paper, we present a fully automatic brain tumor segmentation and classification model using a Deep Convolutional Neural Network that includes a multiscale approach. One of…
A comparative study on wearables and single-camera video for upper-limb out-of-thelab activity recognition with different deep learning architectures
Mario Martínez-Zarzuela, David González-Ortega, Míriam Antón-Rodríguez +3
The use of a wide range of computer vision solutions, and more recently high-end Inertial Measurement Units (IMU) have become increasingly popular for assessing human physical acti…
Comparative Analysis of Kinect-Based and Oculus-Based Gaze Region Estimation Methods in a Driving Simulator
David González-Ortega, Francisco Javier Díaz-Perna, Mario Martínez-Zarzuela +1
Driver's gaze information can be crucial in driving research because of its relation to driver attention. Particularly, the inclusion of gaze data in driving simulators broadens th…