DocumentCode
1601279
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
fYear
2010
Firstpage
192
Lastpage
196
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;
fLanguage
English
Publisher
ieee
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
Type
conf
DOI
10.1109/VSMM.2010.5665986
Filename
5665986
Link To Document