Title :
Development of an efficient face detection and tracking system for mobile devices
Author :
Chae, Yeong Nam ; Ha, Jaewon ; Yang, Hyun S.
Author_Institution :
Dept. of CS, Korea Adv. Inst. of Sci. of Technol., Daejeon, South Korea
Abstract :
In this paper, we propose efficient face detection and tracking system for mobile interaction. To detect face rapidly, the proposed system adopts color filtering based efficient region selection method. Then the proposed system tracks the detected face based on particle filter. By integrating efficient face detector and face tracker, the proposed system can be used as user interface for mobile interaction. A set of experiment on PC and mobile environment are presented. The proposed system greatly reduce overall computational time and number of false positives.
Keywords :
face recognition; human computer interaction; image colour analysis; mobile handsets; particle filtering (numerical methods); tracking; color filtering; computational time; face detection; face tracker; mobile device; mobile interaction; particle filter; region selection method; tracking system; Detectors; Face; Face detection; Image color analysis; Kernel; Mobile communication; Skin; color filtering; face detection; face tracking; human computer interaction; mobile device;
Conference_Titel :
Virtual Systems and Multimedia (VSMM), 2010 16th International Conference on
Conference_Location :
Seoul
Print_ISBN :
978-1-4244-9027-1
Electronic_ISBN :
978-1-4244-9026-4
DOI :
10.1109/VSMM.2010.5665986