Abstract | ||
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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 |
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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 Chae | 1 | 6 | 3.55 |
Jinyun Chung | 2 | 2 | 1.11 |
Hyun Seung Yang | 3 | 200 | 34.21 |