DocumentCode
3373754
Title
Fingerprint minutia extraction algorithm based on DSP
Author
Xiujuan Zhang ; Chao Chen ; Lina Ni ; Jinquan Zhang
Author_Institution
Coll. of Inf. Sci. & Eng., Shandong Univ. of Sci. & Technol., Qingdao, China
Volume
9
fYear
2011
fDate
12-14 Aug. 2011
Firstpage
4805
Lastpage
4808
Abstract
This paper presents a new fingerprint minutia extraction algorithm based on DSP. The traditional fingerprint recognition algorithm requires a lot of time to do the binarization and thinning for fingerprint image. Different from traditional fingerprint minutiae extraction algorithm, the proposed algorithm makes some improvements based on Direct Minutia Extraction algorithm. It improves the accuracy and anti-interference ability of minutia extraction. First, the algorithm is divided into the fingerprint image pre-processing stage and the minutia extraction stage. In the image preprocessing stage, a lot of filtering and enhancement will be done to facilitate the extraction of minutia. In the minutia extraction stage, ridge line tracing algorithm is used to analyze and extract each minutia on every ridge line. It is confirmed through experiment that our algorithm is apparently faster than the traditional ones.
Keywords
fingerprint identification; image enhancement; DSP; direct minutia extraction algorithm; fingerprint image preprocessing stage; fingerprint minutia extraction algorithm; fingerprint recognition algorithm; minutia extraction stage; ridge line tracing algorithm; Algorithm design and analysis; Filtering; Fingerprint recognition; Gray-scale; Image enhancement; Image matching; Smoothing methods; fingerprint identification; minutia extration; ridge line tracking;
fLanguage
English
Publisher
ieee
Conference_Titel
Electronic and Mechanical Engineering and Information Technology (EMEIT), 2011 International Conference on
Conference_Location
Harbin, Heilongjiang
Print_ISBN
978-1-61284-087-1
Type
conf
DOI
10.1109/EMEIT.2011.6024114
Filename
6024114
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