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
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