A Contactless Palm Vein Recognition System Based on Principle Line SIFT

Compared with the traditional method of contact collection, contactless acquisition is the mainstream and trend of palm vein recognition. However, this method may lead to image deformation caused by no parallel of the palm plane and the sensor plane. In order to improve the limited effect of Scale Invariant Feature Transform (SIFT) about this problem, a better method of palm vein recognition which based on principle line SIFT is proposed. Based on the self-built database, this method is compared with the SIFT and other typical palm vein recognition methods, the experimental results show that our system can achieve the best performance.

[1]  Christophe Rosenberger,et al.  Palm Vein Verification System Based on SIFT Matching , 2009, ICB.

[2]  David G. Lowe,et al.  Object recognition from local scale-invariant features , 1999, Proceedings of the Seventh IEEE International Conference on Computer Vision.

[3]  Dewen Hu,et al.  A Palm Vein Recognition System , 2010, 2010 International Conference on Intelligent Computation Technology and Automation.

[4]  G. G. Stokes.  "J." , 1890, The New Yale Book of Quotations.

[5]  G LoweDavid,et al.  Distinctive Image Features from Scale-Invariant Keypoints , 2004 .