Title :
The Design and Implementation of Face Tracking in Real Time Multimedia Recording System
Author :
Yu Ruiguo ; Zhang Xinrong
Author_Institution :
Sch. of Comput. Sci. & Technol., Tianjin Univ., Tianjin, China
Abstract :
This paper proposed a multi-view face tracking system in multimedia teaching recording system. It combines AdaBoost face detection algorithm and CamShift tracking algorithm by taking AdaBoost algorithm as initial face location and CamShift algorithm as follow-up frames tracking, thus construct an effective and practical face tracking system which is very suitable for the multimedia teaching system. The experimental results show this system performs very well in real time face tracking, and it achieves a high tracking rate at 20 frames per second.
Keywords :
courseware; face recognition; multimedia computing; real-time systems; teaching; tracking; AdaBoost face detection algorithm; CamShift tracking algorithm; face tracking; follow-up frame tracking; initial face location; real time multimedia teaching recording system; Cameras; Computer science; Education; Face detection; High speed optical techniques; Image motion analysis; Multimedia systems; Real time systems; Target tracking; Video recording;
Conference_Titel :
Image and Signal Processing, 2009. CISP '09. 2nd International Congress on
Conference_Location :
Tianjin
Print_ISBN :
978-1-4244-4129-7
Electronic_ISBN :
978-1-4244-4131-0
DOI :
10.1109/CISP.2009.5305642
