Ridgeline based 2-layer classifier in fingerprint classification

2009 International Workshop on Intelligent Systems and Applications, ISA 2009

Volumn , Issue , 2009, Pages

  Wei, Liu ^a   Zhiwei, Ye ^a   Hongwei, Chen ^a   Hao, Li ^a  

^a HUBEI UNIVERSITY OF TECHNOLOGY   (China)

Author keywords

2 layer classifier; Classification; Ridgeline; Singular point

Indexed keywords

2-LAYER CLASSIFIER; CLASSIFICATION; FINGERPRINT CLASSIFICATION; FINGERPRINT RECOGNITION SYSTEMS; GLOBAL FEATURE; INDEXING METHODS; N-CLASS; RIDGE LINES; RIDGELINE; SECOND LAYER; SINGULAR POINT;

CHARACTER RECOGNITION; INDEXING (OF INFORMATION); INTELLIGENT SYSTEMS; LEARNING SYSTEMS;

CLASSIFIERS;

EID: 70349558892     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IWISA.2009.5073096     Document Type: Conference Paper

References (10)

1. Ling Hong, Anil K Jain, Classification of Fingerprint Images [C]. Proceedings of 11th Scandinavian Conference on Image Analysis, Kangerlussuaq, Greenland, 1999.
2. R. Cappelli, A. Lumini, D. Maio, and D. Maltoni. Fingerprint classification by directional image partitioning. IEEE Trans. on Pattern Analysis and Machine Intelligence, 2002, Vol. 35, pp. 1209-1223.
3. A. K. Jain, S. Prabhakar, and L. Hong. A multichannel approach to fingerprint classification. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1999, 21(4), pp.348-359.
4. K. Karu and A. K. Jain. Fingerprint classification. Pattern Recognition, 2006, 29(3), pp. 389-404.
5. S. Minut and A. K. Jain. Hierarchical kernel fitting for fingerprint classification and alignment. Proc. of International Conference on Pattern Recognition, Quebec City, August 11-15, 2002.
6. Sarat C. Dass, Anil K. Jain. Fingerprint Classification Using Orientation Field Flow Curves. ICVGIP 2004, pp.650-655
7. Arun Ross, Sarat C. Dass, Anil K. Jain. Fingerprint Warping Using Ridge Curve Correspondences. IEEE Trans. Pattern Anal. Mach. Intell. 2006, 28(1), pp. 19-30
8. Chong M S, Ngee T, Jun L, et al. Geometric Framework for Fingerprint Image Classification. Pattern Recognition, 1997, 30 (9): pp. 1475-1488.
9. Andrew Sensor. A Combination Fingerprint Classifier. IEEE Trans. Pattern Anal. Mach. Intell. 2001, 23(10): pp. 1165-1174
10. Arun Ross, Sarat C. Dass, Anil K. Jain. Fingerprint Warping Using Ridge Curve Correspondences. IEEE Trans. Pattern Anal. Mach. Intell. 2006, 28(1), pp. 19-30