Singular points detection based on zero-pole model in fingerprint images

An algorithm is proposed which combines Zero-pole Model and Hough Transform(HT) to detect singular points. Orientation of singular points is defined on basis of Zero-pole Model which can further explain the practicability of Zero-pole Model. Contrary to orientation field generation, detection of sin...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1998. - 30(2008), 6 vom: 20. Juni, Seite 929-40
1. Verfasser: Fan, Lingling (VerfasserIn)
Weitere Verfasser: Wang, Shuguang, Wang, Hongfa, Guo, Tiande
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2008
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article Research Support, Non-U.S. Gov't
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520 |a An algorithm is proposed which combines Zero-pole Model and Hough Transform(HT) to detect singular points. Orientation of singular points is defined on basis of Zero-pole Model which can further explain the practicability of Zero-pole Model. Contrary to orientation field generation, detection of singular points is simplified to determine the parameters of Zero-pole Model. HT uses rather global information of fingerprint images to detect singular points. This makes our algorithm more robust to noise than methods which only use local information. As Zero-pole Model may have a little warp from actual fingerprint orientation field, Poincare index is used to make position adjustment in neighborhood of the detected candidate singular points. Experimental results show that our algorithm performs well and fast enough for real time application in database NIST-4 
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700 1 |a Wang, Hongfa  |e verfasserin  |4 aut 
700 1 |a Guo, Tiande  |e verfasserin  |4 aut 
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