Name
Abstract | ||
|---|---|---|
Gabor-based Face representation has achieved great success in face recognition, while whether and how it can be applied to face detection is rarely studied This paper originally investigates the Gabor feature based face detection method, and proposes a coarse-to-fine hierarchical face detector combining the high efficiency of Harr features and the excellent discriminating power of the Gabor features Gabor features are AdaBoosted to form the final verifier after the cascade of Harr-based AdaBoost face detector Extensive experiments are conducted on several face databases and verified the effectiveness of the proposed approach. |
Year | DOI | Venue |
|---|---|---|
2004 | 10.1007/978-3-540-30548-4_11 | SINOBIOMETRICS |
Keywords | Field | DocType |
final verifier,novel face detection method,gabor feature,face detection method,face databases,face recognition,gabor-based face representation,harr-based adaboost face detector,harr feature,extensive experiment,coarse-to-fine hierarchical face detector,face detection | Computer vision,Facial recognition system,AdaBoost,Object-class detection,Three-dimensional face recognition,Computer science,Gabor filter,Artificial intelligence,Face detection,Biometrics,Detector | Conference |
Volume | ISSN | ISBN |
3338 | 0302-9743 | 3-540-24029-2 |
Citations | PageRank | References |
4 | 0.44 | 18 |
Authors | ||
6 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Jie Chen | 1 | 2487 | 353.65 |
| Shiguang Shan | 2 | 6322 | 283.75 |
| Peng Yang | 3 | 112 | 4.57 |
| Shengye Yan | 4 | 150 | 9.25 |
| Xilin Chen | 5 | 6291 | 306.27 |
| Wen Gao | 6 | 11374 | 741.77 |