no code implementations • 4 Feb 2024 • Francisco Javier Díaz-Pernas, Mario Martínez-Zarzuela, Míriam Antón-Rodríguez, David González-Ortega
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.
no code implementations • 4 Feb 2024 • Mario Martínez-Zarzuela, David González-Ortega, Míriam Antón-Rodríguez, Francisco Javier Díaz-Pernas, Henning Müller, Cristina Simón-Martínez
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 activity in clinical and research settings.
no code implementations • 4 Feb 2024 • Javier González-Alonso, David Oviedo-Pastor, Héctor J. Aguado, Francisco J. Díaz-Pernas, David González-Ortega, Mario Martínez-Zarzuela
This system can be used as a groundwork for developing affordable human motion analysis solutions that do not require an accurate kinematic analysis.
no code implementations • 4 Feb 2024 • David González-Ortega, Francisco Javier Díaz-Perna, Mario Martínez-Zarzuela, Míriam Antón-Rodríguez
Driver's gaze information can be crucial in driving research because of its relation to driver attention.
no code implementations • 4 Feb 2024 • David González-Ortega, Francisco Javier Díaz-Pernas, Mario Martínez-Zarzuela, Míriam Antón-Rodríguez
We also tested the synchronized working of the driving simulator and the Android app with 25 people and analyzed the relation between data from the ECG, EMG, GSR, and gyroscope sensors and from the simulator.