DocumentCode
2399383
Title
A new fingerprint enhancement algorithm
Author
Zhang, Hong ; Wang, Xinsheng
Author_Institution
Sch. of Inf. Sci. & Technol., Harbin Inst. of Technol. at Weihai, Weihai, China
fYear
2010
fDate
26-28 Oct. 2010
Firstpage
1222
Lastpage
1225
Abstract
Fingerprint enhancement is an important step in fingerprint identification processing. A novel algorithm was proposed: firstly, a new property based on the first derivative of fingerprint images, namely: contrast, were given conceptual definition and introduced into the fingerprint segmentation processing; secondly, different from traditional methods, a new algorithm to estimate the orientation field of fingerprint images were introduced, with which, the fingerprints were repaired and the binarization were done. Experimental results show that the proposed method can enhancement fingerprint images properly, especially low quality fingerprint.
Keywords
fingerprint identification; image enhancement; image segmentation; fingerprint enhancement algorithm; fingerprint identification processing; fingerprint images; fingerprint segmentation processing; Fingerprint recognition; Histograms; Image recognition; Contrast; Fingerprint; Fingerprint enhancement; Orientational image;
fLanguage
English
Publisher
ieee
Conference_Titel
Broadband Network and Multimedia Technology (IC-BNMT), 2010 3rd IEEE International Conference on
Conference_Location
Beijing
Print_ISBN
978-1-4244-6769-3
Type
conf
DOI
10.1109/ICBNMT.2010.5705284
Filename
5705284
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