DocumentCode
1708746
Title
Building a computation savings real-time face detection and recognition system
Author
Cheong, Wee Lau ; Char, Cheng Mun ; Lim, Yi Chwen ; Lim, Samuel ; Khor, Siak Wang
Author_Institution
Fac. of Inf. & Commun. Technol., Univ. Tunku Abdul Rahman, Petaling Jaya, Malaysia
Volume
1
fYear
2010
Abstract
This paper presents two techniques in developing a computation savings Real-Time Face Detection and Recognition System. There have been numerous techniques proposed for face detection and face recognition. Most techniques emphasize on the efficiency in getting positive results, but when come to implementation in a real-time system, speed is vital. We focuses on our proposed methods to speed up and optimize the system components, e.g. the image resolution resizing technique to perform faster face detection in high resolution image, and face tracking to reduce redundant processes in face recognition. Our system testing reveals that the techniques are effective whereby the system is successfully optimized to have improved computation speed especially in a computationally constrained task environment, thus making it compatible for real-time applications.
Keywords
face recognition; image resolution; real-time systems; face detection; face recognition; face tracking; image resolution resizing technique; real-time system; Face; Face detection; Face recognition; Image resolution; Optimization; Real time systems; Smart cameras; face detection; face recognition; optimization; real-time;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing Systems (ICSPS), 2010 2nd International Conference on
Conference_Location
Dalian
Print_ISBN
978-1-4244-6892-8
Electronic_ISBN
978-1-4244-6893-5
Type
conf
DOI
10.1109/ICSPS.2010.5555245
Filename
5555245
Link To Document