Title :
Remote assessment of the heart rate variability to detect mental stress
Author :
Bousefsaf, Frederic ; Maaoui, Choubeila ; Pruski, Alain
Author_Institution :
Lab. de Conception Optimisation et Modelisation des Syst. (LCOMS), Metz, France
Abstract :
In the present paper, we introduce a new framework for detecting workload changes using video frames obtained from a low-cost webcam. The measurements are performed on human faces and the proposed algorithms were developed to be motion-tolerant. An interactive Stroop color word test is employed to induce stress on a set of twelve participants. We record the skin conductance and compare these responses to the stress curve assessed by a webcam-derived heart rate variability analysis. The results offer further support for the applicability of stress detection by remote and low-cost means, providing an alternative to conventional contact techniques.
Keywords :
cameras; cardiology; emotion recognition; psychology; video signal processing; contact techniques; human faces; interactive Stroop color word test; low-cost webcam; mental stress detection; motion-tolerant; remote assessment; skin conductance; stress curve; video frames; webcam-derived heart rate variability analysis; workload changes detection; Atmospheric measurements; Particle measurements; Physiology; Real-time systems; Virtual Reality; emotions; heart rate variability; mental stress detection; non-contact; webcam;
Conference_Titel :
Pervasive Computing Technologies for Healthcare (PervasiveHealth), 2013 7th International Conference on
Conference_Location :
Venice
Print_ISBN :
978-1-4799-0296-5
Electronic_ISBN :
978-1-936968-80-0