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Online palmprint identification | IEEE Journals & Magazine | IEEE Xplore

Online palmprint identification


Abstract:

Biometrics-based personal identification is regarded as an effective method for automatically recognizing, with a high confidence, a person's identity. This paper present...Show More

Abstract:

Biometrics-based personal identification is regarded as an effective method for automatically recognizing, with a high confidence, a person's identity. This paper presents a new biometric approach to online personal identification using palmprint technology. In contrast to the existing methods, our online palmprint identification system employs low-resolution palmprint images to achieve effective personal identification. The system consists of two parts: a novel device for online palmprint image acquisition and an efficient algorithm for fast palmprint recognition. A robust image coordinate system is defined to facilitate image alignment for feature extraction. In addition, a 2D Gabor phase encoding scheme is proposed for palmprint feature extraction and representation. The experimental results demonstrate the feasibility of the proposed system.
Published in: IEEE Transactions on Pattern Analysis and Machine Intelligence ( Volume: 25, Issue: 9, September 2003)
Page(s): 1041 - 1050
Date of Publication: 30 September 2003

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