DFVR: Deformable finger vein recognition

Qing Chen; Lu Yang; Gongping Yang; Yilong Yin; Xianjing Meng

ICASSP 2017accepted0 citations

DFVR: Deformable finger vein recognition

Qing Chen, Lu Yang, Gongping Yang, Yilong Yin, Xianjing Meng

Abstract

Although some developments have been achieved in finger vein recognition recently, the image deformation problem has received relatively less attention and still intractable. In this paper, the reason and the harmfulness of this problem are analyzed firstly. And then, a deformable finger vein recognition framework is proposed to deal with this problem, consisting of the improved vein PCA-SIFT feature and bidirectional deformable spatial pyramid matching (BDSPM). Furthermore, we build a finger vein deformation database to imitate image deformation in real application. The experimental results, on the self-built deformation database and one public database, prove the effectiveness of the proposed framework for dealing with the image deformation problem.

BibTeX

@inproceedings{icassp2017_dfvrdeformablefi,
  title = {DFVR: Deformable finger vein recognition},
  author = {Qing Chen and Lu Yang and Gongping Yang and Yilong Yin and Xianjing Meng},
  booktitle = {ICASSP 2017},
  year = {2017}
}