Title
Color Filtering-Based Efficient Face Detection
Abstract
In this paper we propose a sub-window scanning method and a face/non-face classifier using a facial color filter. The Scanning method skips over sub-windows that do not contain possible faces based on a facial color membership function. The face/non-face classifier using facial color has low computational cost and can reject non-face sub-windows in an early stage of the cascade face detector. The proposed model reduces the overall computation time of face defection and eliminates false alarms.
Year
DOI
Venue
2008
10.1109/ICPR.2008.4761492
19TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOLS 1-6
Keywords
Field
DocType
face recognition,image classification,membership function,face detection
Facial recognition system,Computer vision,Face hallucination,Pattern recognition,Object-class detection,Three-dimensional face recognition,Computer science,Filter (signal processing),Artificial intelligence,Color gel,Face detection,Classifier (linguistics)
Conference
ISSN
Citations 
PageRank 
1051-4651
1
0.41
References 
Authors
4
3
Name
Order
Citations
PageRank
Yeong Nam Chae163.55
Jinyun Chung221.11
Hyun Seung Yang320034.21