Name
Abstract | ||
|---|---|---|
Active differential imaging has been proved to be an effective approach to remove ambient illumination for face recognition. In this paper we address the problem caused by motion for a face recognition system based on active differential imaging. A moving face will appear at two different locations in the ambient illumination frame and combined illumination frame and as result artifacts are introduced to the difference face image. An approach based on motion compensation is proposed to deal with this problem. Experiments on moving faces demonstrate that the proposed approach leads to significant improvements in face identification and verification results. |
Year | DOI | Venue |
|---|---|---|
2007 | 10.1007/978-3-540-74549-5_5 | ICB |
Keywords | Field | DocType |
combined illumination frame,difference face image,effective approach,face recognition,active differential imaging,face recognition system,ambient illumination,ambient illumination frame,motion compensation,face identification | Facial recognition system,Computer vision,Pattern recognition,Computer science,Motion compensation,Motion blur,Artificial intelligence | Conference |
Volume | ISSN | ISBN |
4642 | 0302-9743 | 3-540-74548-3 |
Citations | PageRank | References |
2 | 0.36 | 8 |
Authors | ||
3 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Xuan Zou | 1 | 19 | 3.91 |
| J. Kittler | 2 | 14346 | 1465.03 |
| Kieron Messer | 3 | 488 | 38.77 |