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Fingerprint Pore Matching Method using Polar Histogram

Title
Fingerprint Pore Matching Method using Polar Histogram
Author
김회율
Keywords
Fingerprint recognition; Histograms; Image matching; Feature extraction; Character recognition; Fingers; Pattern analysis
Issue Date
2014-06
Publisher
IEEE
Citation
The 18th IEEE International Symposium on Consumer Electronics (ISCE 2014) Consumer Electronics (ISCE 2014), The 18th IEEE International Symposium on. :1-2 Jun, 2014
Abstract
Pores on the fingerprints have proven to be useful features for fingerprint recognition and successfully used in Automatic Fingerprint Recognition Systems (AFRS). Several methods for pore matching have been reported and these methods employ minutiae or ridge information. This paper presents a pore matching method using relative locations between extracted pore centers. The proposed pore matching method first generates a descriptor for each pore using polar histogram and establishes the correspondences between the pores from the reference image and the target image. Then, RANSAC (RANdom SAmple Consensus) algorithm is used to refine the correspondences and calculates the final matching score. A series of experiments show that fingerprint recognition could be achieved using only relative locations between the pores.
URI
http://ieeexplore.ieee.org/document/6884381/?arnumber=6884381http://hdl.handle.net/20.500.11754/55754
DOI
10.1109/ISCE.2014.6884381
Appears in Collections:
COLLEGE OF ENGINEERING[S](공과대학) > ELECTRONIC ENGINEERING(융합전자공학부) > Articles
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