Image Quality Measures for Fingerprint Image Enhancement

作者: Chaohong Wu , Sergey Tulyakov , Venu Govindaraju

DOI: 10.1007/11848035_30

关键词:

摘要: Fingerprint image quality is an important factor in the performance of Automatic Identification Systems(AFIS). It used to evaluate system performance, assess enrollment acceptability, and fingerprint sensors. This paper presents a novel methodology for measurement. We propose limited ring-wedge spectral measure estimate global features, inhomogeneity with directional contrast local features. Experimental results demonstrate effectiveness our proposal.

参考文章(10)
C I Watson, R A Wilkinson, C L Wilson, G T Candela, P J Grother, PCASYS- A Pattern-Level Classification Automation System for Fingerprints | NIST NIST Interagency/Internal Report (NISTIR) - 5647. ,(1995) , 10.6028/NIST.IR.5647
Yi Chen, Sarat C. Dass, Anil K. Jain, Fingerprint Quality Indices for Predicting Authentication Performance Lecture Notes in Computer Science. pp. 160- 170 ,(2005) , 10.1007/11527923_17
Kaoru Uchida, Image-Based Approach to Fingerprint Acceptability Assessment Biometric Authentication. pp. 294- 300 ,(2004) , 10.1007/978-3-540-25948-0_41
LinLin Shen, Alex Kot, WaiMun Koo, Quality Measures of Fingerprint Images Lecture Notes in Computer Science. pp. 266- 271 ,(2001) , 10.1007/3-540-45344-X_39
Karel Zuiderveld, Contrast limited adaptive histogram equalization Graphics gems. pp. 474- 485 ,(1994) , 10.1016/B978-0-12-336156-1.50061-6
E. Tabassi, C.L. Wilson, A novel approach to fingerprint image quality international conference on image processing. ,vol. 2, pp. 37- 40 ,(2005) , 10.1109/ICIP.2005.1529985
Lin Hong, Yifei Wan, A. Jain, Fingerprint image enhancement: algorithm and performance evaluation IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 20, pp. 777- 789 ,(1998) , 10.1109/34.709565
Tsai-Yang Jea, Viraj S. Chavan, Venu Govindaraju, John K. Schneider, Security and matching of partial fingerprint recognition systems Scopus. ,vol. 5404, pp. 39- 50 ,(2004) , 10.1117/12.542338
Eyung Lim, Xudong Jiang, Weiyun Yau, Fingerprint quality and validity analysis international conference on image processing. ,vol. 1, pp. 469- 472 ,(2002) , 10.1109/ICIP.2002.1038062