Title :
Fusion of facial expression and eye-gaze for behavior profiling and decision support
Author :
Khosla, R. ; Arora, A. ; Chu, M.-T. ; Yamada, K.G. ; Yamaguchi, T. ; Grosky, W.
Author_Institution :
Res. Centre for Comput., Commun. & Social Innovation, La Trobe Univ., Melbourne, VIC, Australia
Abstract :
This paper describes a method and system for monitoring and correlating digitized non-verbal data (like emotions and eye-gaze) with other kinds of data for decision support and information personalization. This is illustrated through two applications in this paper. The first one describes detection, monitoring and correlation of emotional state changes for behavior profiling of sales candidates. The second one outlines design of eye gaze tracking system using standard web camera (instead of more expensive infra-red camera) for holiday destination selection. The paper makes unique contributions in terms of modelling as well as correlation of non-verbal data in natural environments for improving digital information quality and decision making in business areas like recruitment and tourism.
Keywords :
behavioural sciences computing; computer vision; emotion recognition; eye; image fusion; recruitment; target tracking; travel industry; Web camera; behavior profiling; decision support; digital information quality; digitized nonverbal data; emotional state change correlation; emotional state change detection; emotional state change monitoring; eye gaze tracking system; facial expression; holiday destination selection; image fusion; information personalization; recruitment; sales candidates; tourism; Cameras; Decision making; Emotion recognition; Information systems; Intelligent systems; Keyboards; Marketing and sales; Monitoring; Recruitment; Technological innovation;
Conference_Titel :
Digital Information Management, 2009. ICDIM 2009. Fourth International Conference on
Conference_Location :
Ann Arbor, MI
Print_ISBN :
978-1-4244-4253-9
Electronic_ISBN :
978-1-4244-4254-6
DOI :
10.1109/ICDIM.2009.5356793