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Finger vein recognition with manifold learning
Journal of Network and Computer Applications, 2010Finger vein is a promising biometric pattern for personal identification in terms of its security and convenience. However, so residual information, such as shade produced by various thicknesses of the finger muscles, bones, and tissue networks surrounding the vein, are also captured in the infrared images of finger vein.
Qingli Li, Hongjun Wang, Yilong Yin
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Towards finger-vein image restoration and enhancement for finger-vein recognition
Information Sciences, 2014Biometric recognition based on human finger-vein patterns is an emerging technique and has been receiving increasing attention. Due to light attenuation in biological tissue, the collected finger-vein images are often seriously degraded. This makes finger-vein feature representation unreliable, and inevitably impairs the accuracy of finger-vein ...
Jinfeng Yang, Yihua Shi
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Small-Area Finger Vein Recognition
IEEE Transactions on Information Forensics and Security, 2023Gongping Yang, Lu Yang, Yilong Yin
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Parameter adjustment of finger vein recognition algorithms
2017 IEEE International Conference on Identity, Security and Behavior Analysis (ISBA), 2017 Finger vein recognition is a biometric method utilizing the vein patterns inside one's fingers for personal identification. Recognition algorithm is the key part of a finger vein recognition system, dominating the system performance. There are usually a lot of parameters in algorithms, and different values of the parameters could lead to different ...
He Zheng +6 more
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Finger Vein Recognition With Anatomy Structure Analysis
IEEE Transactions on Circuits and Systems for Video Technology, 2018Finger vein recognition has received a lot of attention recently and is viewed as a promising biometric trait. In related methods, vein pattern-based methods explore intrinsic finger vein recognition, but their performance remains unsatisfactory owing to defective vein networks and weak matching. One important reason may be the neglect of deep analysis
Gongping Yang, Xiaoming Xi, Lu Yang
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Finger vein recognition techniques: a comprehensive review
Multimedia Tools and Applications, 2023This paper discusses a comprehensive review of the previous research in the field of the finger vein recognition system with a focus on finger vein enhancements and features extraction advances and shortcomings. It starts with a general introduction of the biometric system followed by detailed descriptions on finger vein identification, and its ...
Hoshang Kolivand +3 more
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DFVR: Deformable finger vein recognition
2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017Although 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,
Qing Chen +4 more
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Compression standards in finger vein recognition
2016 International Conference on Biometrics (ICB), 2016The impact of applying three ISO/IEC still image compression standards to finger vein recognition accuracy is assessed. While JPEG is not competitive for low bitrates, JPEG 2000 and JPEG XR turn out to perform well for different types of template generation techniques. PSNR as a generic measure for image quality is found not to be suited as a predictor
Victoria Ablinger +3 more
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The finger vein recognition based on shearlet
2016 8th International Conference on Wireless Communications & Signal Processing (WCSP), 2016In recent years, finger vein recognition has become more attractive due to some obvious advantages, such as: in-vivo recognition, high anti-counterfeiting, high acceptability, and high stability, etc. But for some finger vein image, its vein structure is too simple and the useful information is too less, the conventional recognition method often behave
Xiaofei Yang +2 more
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A Survey of Finger Vein Recognition
2014As a new biometric technique, finger vein recognition has attracted lots of attentions and efforts from researchers, and achieved some progress in recent years. A survey of progress in finger vein recognition is given in this paper. It mainly focuses on three aspects, i.e., the general introduction of finger vein recognition, a review of the existing ...
Lu Yang 0005 +3 more
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