Title :
Non-intrusive car driver´s emotion recognition using thermal camera
Author :
Kolli, A. ; Fasih, Alireza ; Al Machot, Fadi ; Kyamakya, Kyandoghere
Author_Institution :
Transp. Inf., Univ. of Klagenfurt, Klagenfurt, Austria
Abstract :
Several intrusive and non-intrusive techniques have been proposed in the past to monitor car driver´s emotions but very little light was shed on using thermal cameras for such applications. This paper details with one such system that uses a single infrared thermal camera. Such a camera was used to overcome the issues pertaining to usage of single audio/visual sensors. Fusion of the outputs with the audio/visual sensors could provide a better ADAS (Advanced Driver Assistance System). The paper also details face detection techniques in each thermogram prior to emotion recognition.
Keywords :
cameras; driver information systems; emotion recognition; face recognition; infrared imaging; advanced driver assistance system; audio sensors; face detection techniques; infrared thermal camera; nonintrusive car driver emotion recognition; thermogram; visual sensors; Cameras; Face; Face detection; Feature extraction; Image color analysis; Temperature measurement; Vehicles; ADAS; Infrared thermal camera; car driver´s emotion recognition; classification of emotions; face detection; thermogram;
Conference_Titel :
Nonlinear Dynamics and Synchronization (INDS) & 16th Int'l Symposium on Theoretical Electrical Engineering (ISTET), 2011 Joint 3rd Int'l Workshop on
Conference_Location :
Klagenfurt
Print_ISBN :
978-1-4577-0759-9
DOI :
10.1109/INDS.2011.6024802