Paper Info
Title
Verifying a User in a Personal Face Space
Abstract
For user verification on a personal digital assistant (PDA), a fast and simple system is developed. In the enrollment phase, face detection and registration are done by a Viola-Jones based method, taking advantage of its accuracy and speed. The face feature vectors obtained this way are then used to build up a face space specific to the user by principal component analysis (PCA). Furthermore, the face variations caused by small registration shifts are also modeled, in order to better capture the variation in the face space, and simplify the enrollment. Current experiments show that this system is fast, efficient, and accurate.
Year
DOI
Venue
2006
10.1109/ICARCV.2006.345479
ICARCV
Keywords
Field
DocType
face recognition,feature extraction,image registration,mobile computing,notebook computers,object detection,principal component analysis,Viola-Jones based method,face detection,face feature vectors,face registration,personal digital assistant,personal face space,principal component analysis,user verification,PCA,Viola-Jones method,face space,user verification
Mobile computing,Object detection,Computer vision,Facial recognition system,Feature vector,Pattern recognition,Computer science,Feature extraction,Artificial intelligence,Face detection,Principal component analysis,Image registration
Conference
ISSN
Citations 
PageRank 
2474-2953
3
0.51
References 
Authors
3
2
Name
Order
Citations
PageRank
Qian Tao15914.00
Raymond N. J. Veldhuis243954.16