Fingerprint indexing based on novel features of minutiae triplets

IEEE Transactions on Pattern Analysis and Machine Intelligence

Volumn 25, Issue 5, 2003, Pages 616-622

  Bhanu, Bir ^a   Tan, Xuejun ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

Fingerprint identification; Indexing performance; NIST 4 database; Triangle features

Indexed keywords

ALGORITHMS; DATABASE SYSTEMS; FEATURE EXTRACTION; IMAGE QUALITY; INDEXING (OF INFORMATION);

FINGERPRINT IDENTIFICATION;

IMAGE PROCESSING;

EID: 0037619129     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPAMI.2003.1195995     Document Type: Article

References (14)

1. B. Bhanu and X. Tan, "Learned Templates for Feature Extraction in Fingerprint Images," Proc. IEEE. Conf. Computer Vision and Pattern Recognition, vol. 2, pp. 591-596, 2001.
2. M. Boshra and B. Bhanu, "Predicting Performance of Object Recognition," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 22, no. 9, pp. 956-969, Sept. 2000.
3. R. Cappelli, A. Lumini, D. Maio, and D. Maltoni, "Fingerprint Classification by Directional Image Partitioning," IEEE Trans, Pattern Analysis and Machine Intelligence, vol. 21, no. 5, pp. 402-421 May 1999.
4. R.S. Germain, A. Califano, and S. Colville, "Fingerprint Matching Using Transformation Parameter Clustering," IEEE Computational Science and Eng., vol. 4, no. 4, pp. 42-49, 1997.
5. U. Halici and G. Ongun, "Fingerprint Classification through Self-Organizing Feature Maps Modified to Treat Uncertainties," Proc. IEEE, vol. 84, no. 10, pp. 1497-1512, 1996.
6. A.K. Jain, S. Prabhakar, and L. Hong, "A Multichannel Approach to Fingerprint Classification," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 21, no. 4, pp. 348-359, Apr. 1999.
7. Z.M. Kovacs-Vajna, "A Fingerprint Verification System Based on Triangular Matching and Dynamic Time Warping," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 22, no. 11, pp. 1266-1276, 2000.
8. Y. Lamdan and H.J. Wolfson, "On the Error Analysis of 'Geometric Hashing'," Proc, IEEE. Conf. Computer Vision and Pattern Recognition, pp. 22-27, 1991.
9. C.I. Watson and C.L. Wilson, "NIST Special Database 4, Fingerprint Database," U.S. Nat'1 Inst. of Standards and Technology, 1992.
10. J.L. Wayman, "Error Rate Equations for the General Biometrie System," IEEE Robotics & Automation Magazine, vol. 6, no. 1, pp. 35-48, 1999.
11. A. Senior, "A Combination Fingerprint Classifier," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 23, no. 10, pp. 1165-1174, Oct. 2001.
12. K. Karu and A.K. Jain, "Fingerprint Classification," Pattern Recognition, vol. 29, no. 3, pp. 389-404, 1996.
13. G. Jones and B. Bhanu, "Recognition of Articulated and Occluded Objects," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 21, no. 7, pp. 603-613, July 1999.
14. V. Gaede and O. Gunther, "Multidimensional Access Methods," ACM Computing Surveys, vol. 30, no. 2, pp. 170-231, 1998.