不同距离下手掌静脉图像质量分析及识别

W. Jiaqiang, Yu Ming, Qu Hanbing, Li Bin
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引用次数: 7

摘要

在非接触式识别系统中,手掌与相机镜头之间的距离不同是正常的。以往的工作大多侧重于图像预处理、特征提取和匹配问题。但是由于图像距离的不同对识别的影响却很少被关注。本文从感兴趣区域(ROI)的图像清晰度、图像结构差异和基于低分辨率掌纹图像的匹配结果三个方面阐述了掌纹距离与掌纹识别性能的关系。实验结果表明,掌纹距离越大,图像清晰度和结构差异越大,匹配结果也越大,这在一定程度上增加了误拒。
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Analysis of Palm Vein Image Quality and Recognition with Different Distance
It is normal that the distance between palm and camera lens is different in contactless recognition systems. Most of the prior work has only emphasized on issues of preprocessing, feature extraction and match. But the recognition affect due to the different distance of image is very few concerned. This paper presents the relationship between palm distance and the palmvein recognition performance from image clarity of ROI(Region of Interest), image structural difference and match results based on low-resolution palmvein images. Experimental results show that, differences of image clarity and structure are larger while distance of palmvein distance becomes large, also show that the match results becomes large, which will to some extent increase the false rejection.
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