1 code implementation • 10 Dec 2019 • Javier Hernandez-Ortega, Roberto Daza, Aythami Morales, Julian Fierrez, Javier Ortega-Garcia
We present a platform for student monitoring in remote education consisting of a collection of sensors and software that capture biometric and behavioral data.
1 code implementation • 1 Jun 2020 • Javier Hernandez-Ortega, Roberto Daza, Aythami Morales, Julian Fierrez, Ruben Tolosana
In this study we estimate the heart rate from face videos for student assessment.
1 code implementation • 9 Jun 2020 • Roberto Daza, Aythami Morales, Julian Fierrez, Ruben Tolosana
This work presents mEBAL, a multimodal database for eye blink detection and attention level estimation.
no code implementations • 16 Dec 2021 • Roberto Daza, Daniel DeAlcala, Aythami Morales, Ruben Tolosana, Ruth Cobos, Julian Fierrez
The experimental framework is carried out using a public multimodal database for eye blink detection and attention level estimation called mEBAL, which comprises data from 38 students and multiples acquisition sensors, in particular, i) an electroencephalogram (EEG) band which provides the time signals coming from the student's cognitive information, and ii) RGB and NIR cameras to capture the students face gestures.
no code implementations • 16 Nov 2022 • Roberto Daza, Aythami Morales, Ruben Tolosana, Luis F. Gomez, Julian Fierrez, Javier Ortega-Garcia
We present edBB-Demo, a demonstrator of an AI-powered research platform for student monitoring in remote education.
no code implementations • 22 Jan 2023 • Roberto Daza, Luis F. Gomez, Aythami Morales, Julian Fierrez, Ruben Tolosana, Ruth Cobos, Javier Ortega-Garcia
This work presents a new multimodal system for remote attention level estimation based on multimodal face analysis.
no code implementations • 21 May 2023 • Álvaro Becerra, Roberto Daza, Ruth Cobos, Aythami Morales, Mutlu Cukurova, Julian Fierrez
In this article, we present a Web-based System called M2LADS, which supports the integration and visualization of multimodal data recorded in learning sessions in a MOOC in the form of Web-based Dashboards.
1 code implementation • 14 Sep 2023 • Roberto Daza, Aythami Morales, Julian Fierrez, Ruben Tolosana, Ruben Vera-Rodriguez
This work introduces a new multispectral database and novel approaches for eyeblink detection in RGB and Near-Infrared (NIR) individual images.