Name
Abstract | ||
|---|---|---|
A new 3D face representation and recognition approach is presented in this paper. Two sets of facial curves are extracted from a face range image, and a novel facial feature representation, the affine integral invariant, is introduced to mitigate the effect of pose on the facial curves. A human face is shown to be representable by a small subset of those affine integral invariant curves. A recognition procedure based on the discriminant analysis and Jensen-Shannon divergence analysis is proposed. Substantiating examples are provided with an achieved classification accuracy of 92.57% |
Year | DOI | Venue |
|---|---|---|
2006 | 10.1109/ICASSP.2006.1660311 | Acoustics, Speech and Signal Processing, 2006. ICASSP 2006 Proceedings. 2006 IEEE International Conference |
Keywords | Field | DocType |
face recognition,feature extraction,image representation,3D face recognition,3D face representation,Jensen-Shannon divergence analysis,affine integral invariants,discriminant analysis,feature representation | Affine transformation,Affine shape adaptation,Computer vision,Facial recognition system,3D single-object recognition,Harris affine region detector,Pattern recognition,Affine combination,Computer science,Artificial intelligence,Linear discriminant analysis,Affine hull | Conference |
Volume | ISSN | ISBN |
2 | 1520-6149 | 1-4244-0469-X |
Citations | PageRank | References |
2 | 0.36 | 12 |
Authors | ||
4 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Shuo Feng | 1 | 2 | 0.36 |
| Hamid Krim | 2 | 10 | 2.33 |
| Irene Gu | 3 | 2 | 0.36 |
| Mats Viberg | 4 | 1043 | 126.67 |