On-Line Palmprint Identification

 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 on-line personal identification using palmprint technology. In contrast to the existing methods, our on-line palmprint identification system employs low-resolution palmprint images to achieve effective personal identification. The system consists of two parts: a novel device for on-line 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 2-D Gabor phase encoding scheme is proposed for palmprint feature extraction and representation. The experimental results demonstrate the feasibility of the proposed system.

[1]  John Daugman,et al.  High Confidence Visual Recognition of Persons by a Test of Statistical Independence , 1993, IEEE Trans. Pattern Anal. Mach. Intell..

[2]  Ming Li,et al.  Pyramid edge detection based on stack filter , 1997, Pattern Recognit. Lett..

[3]  Anil K. Jain,et al.  On-line fingerprint verification , 1996, Proceedings of 13th International Conference on Pattern Recognition.

[4]  David Zhang,et al.  Automated personal identification by palmprint , 1998 .

[5]  David Zhang,et al.  Two novel characteristics in palmprint verification: datum point invariance and line feature matching , 1999, Pattern Recognit..

[6]  Sharath Pankanti,et al.  Filterbank-based fingerprint matching , 2000, IEEE Trans. Image Process..

[7]  Ana González-Marcos,et al.  Biometric Identification through Hand Geometry Measurements , 2000, IEEE Trans. Pattern Anal. Mach. Intell..

[8]  David Zhang,et al.  Automated Biometrics: Technologies and Systems , 2000 .

[9]  David Zhang,et al.  Automatic Palmprint Verification , 2001, Int. J. Image Graph..

[10]  Chengjun Liu,et al.  A shape- and texture-based enhanced Fisher classifier for face recognition , 2001, IEEE Trans. Image Process..

[11]  David Zhang,et al.  Hierarchical palmprint identification via multiple feature extraction , 2002, Pattern Recognit..

[12]  David Zhang Biometric solutions : for authentication in an E-world , 2002 .

[13]  David Zhang,et al.  Palmprint Identification by Fourier Transform , 2002, Int. J. Pattern Recognit. Artif. Intell..

[14]  Chin-Chuan Han,et al.  Personal authentication using palm-print features , 2003, Pattern Recognit..

[15]  Ashok A. Ghatol,et al.  Iris recognition: an emerging biometric technology , 2007 .