Abstract | ||
---|---|---|
•Inter-frame 2D affine motion compensation is exploited for detecting 2D face artefacts.•Temporal Sequence Sampling (TSS) is proposed to encode a video into a single image.•A self-supervised learning scheme is presented for face presentation attack detection.•Promising generalization is achieved in cross-database tests on public benchmarks. |
Year | DOI | Venue |
---|---|---|
2022 | 10.1016/j.patrec.2022.03.001 | Pattern Recognition Letters |
Keywords | DocType | Volume |
Face recognition,Presentation attack detection,Spoofing,Liveness detection,Self-supervised learning,Motion compensation | Journal | 156 |
ISSN | Citations | PageRank |
0167-8655 | 0 | 0.34 |
References | Authors | |
2 | 3 |
Name | Order | Citations | PageRank |
---|---|---|---|
Muhammad Usman | 1 | 1 | 1.40 |
Zitong Yu | 2 | 61 | 12.74 |
Jukka Komulainen | 3 | 0 | 0.34 |