A New Preprocessing Algorithm of Hand Vein Image

被引:1
|
作者
Liu, Caixia [1 ]
机构
[1] Zaozhuang Univ, Dept Informat Sci & Engn, Zaozhuang, Peoples R China
关键词
hand vein; image preprocessing; windows OTSU threshold method; wavelet transform; PATTERNS;
D O I
10.4028/www.scientific.net/AMM.462-463.312
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Biometrics technology is an important security technology and the research of it has become a new hot spot for its superior security features. Then hand vein recognition is a new biological feature recognition which has many advantages, such as safety, non-contact. According to the features of human hand vein image, a hand vein preprocessing method based on wavelet transform and windows maximum between-class difference method threshold (OTSU) segmentation algorithm is proposed. In this paper, the hand vein image is enhanced by adaptive histogram equalization in low frequency part of the hand vein image after wavelet decomposition and filtering before feature extraction. Then the windows OTSU threshold segmentation algorithm is used to get the features. The experimental results show that this method is simple and easy to realize and has laid a good foundation for the latter part of the vein recognition.
引用
收藏
页码:312 / 315
页数:4
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