DocumentCode :
3416299
Title :
An improved OPTA fingerprint thinning algorithm based on neighborhood searching
Author :
Gang, Chen ; Ning, Chen ; Zeng Yong
Author_Institution :
Coll. of Math. & Comput. Sci, Jianghan Univ., Wuhan, China
fYear :
2012
fDate :
24-26 Aug. 2012
Firstpage :
637
Lastpage :
640
Abstract :
In the study of the fingerprint thinning, some problems in the OPTA fingerprint thinning improvement algorithm are significant. For example, the image is not smooth; many burrs are produced in the thinning fingerprint image; the thinning quality is not perfect. A new design proposal based on OPTA improvement algorithm is proposed in this paper. Firstly, the deletion templates and construction templates are designed and refined as a unique model of table look-up and index by taking OPTA algorithm as the core idea. Then, a point is searched and judged in the look-up table to check if it should be deleted by computing the neighborhood of reference points. Simulation results finally show that the processed fingerprint image is smooth and it has the complete thinning, the skeleton is close to the centerline of the dermal ridge with no burr, the inquiry speed is fast. And it is a successful algorithm for fingerprint thinning.
Keywords :
image thinning; search problems; table lookup; OPTA algorithm; construction templates; deletion templates; dermal ridge; improved OPTA fingerprint thinning algorithm; neighborhood searching; one pass thinning algorithm; table look-up; thinning fingerprint image; thinning quality; OPTA; fingerprint image thinning; neighborhood searching;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Science and Information Processing (CSIP), 2012 International Conference on
Conference_Location :
Xi´an, Shaanxi
Print_ISBN :
978-1-4673-1410-7
Type :
conf
DOI :
10.1109/CSIP.2012.6308934
Filename :
6308934
Link To Document :
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