A Model-Based Approach for Compression of Fingerprint Images

11 years 7 months ago
A Model-Based Approach for Compression of Fingerprint Images
We proposea new ngerprint imagecompressionscheme based on the hybrid model of image. Our scheme uses the essential steps of a typical automated ngerprint identi cation system (AFIS) such as enhancement, binarization and thinning to encode ngerprint images. The decoding process is based on reconstructing a hybrid surface 9] by using the gray values on ridges and valleys. In this compression scheme, the ridge skeleton is coded e ciently by using di erential chain codes. Valley skeleton is derived from ridge skeleton and the gray values along the ridge and valley skeletons are encoded using discrete cosine transform. The error between original and replica is also encoded to increase quality. One advantage of our approach is that original features such as end points and bifurcation points can be extracted directly from compressed image even for a very high compression ratio. Another advantage is that the proposed scheme can be integrated to a typical AFIS easily. The algorithm has been ap...
Fikret Erçal, Ilker Ersoy, Muhittin Gö
Added 25 Oct 2009
Updated 26 Oct 2009
Type Conference
Year 1999
Where ICIP
Authors Fikret Erçal, Ilker Ersoy, Muhittin Gökmen
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