Two-dimensional imaging
Pattern Recognition and Image Preprocessing
Pattern Recognition and Image Preprocessing
Digital Image Processing: PIKS Inside
Digital Image Processing: PIKS Inside
Digital Image Processing
Finding the Core Point in a Fingerprint
IEEE Transactions on Computers
Optimization of Core Point Detection in Fingerprints
DICTA '07 Proceedings of the 9th Biennial Conference of the Australian Pattern Recognition Society on Digital Image Computing Techniques and Applications
Detection of Core Points in Fingerprint Images Based on Edge Map
ICECT '09 Proceedings of the 2009 International Conference on Electronic Computer Technology
Core point detection using improved segmentation and orientation
AICCSA '08 Proceedings of the 2008 IEEE/ACS International Conference on Computer Systems and Applications
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This article presents an innovative technique for solving the problem of finding the core within a fingerprint. The Radon transform and a tree clustering algorithm were key to locating the coordinates of the core. Binarization and high-pass filtering processes to improve the contrast in fingerprints are proposed. The core of a fingerprint is located in the geometric cross section of maxima and minima in the Radon transforms at 0° and 90°. The technique is very stable, since it only presents difficulties when the fingerprint core is located on the edges of the image or is nonexistent.