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- W2203034089 abstract "Fingerprints are the most widely used form of biometric identification. Fingerprint Classification is done to associate a given fingerprint to one of the existing classes. Classifying fingerprint images is a very difficult pattern recognition problem. In this paper, for classifying fingerprint a fresh technique based on vector quantization using KMCG algorithm is implemented. Vector Quantization is a lossy data compression technique, used in various applications. Fingerprint Classification is implemented, using KMCG with codebook of size 8 and window size 8x8. The proposed approach provides an overall accuracy of 80% by taking smaller computations as compared to conventional fingerprint classification tec hniques." @default.
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- W2203034089 date "2012-07-25" @default.
- W2203034089 modified "2023-09-24" @default.
- W2203034089 title "Classification of Fingerprint using KMCG Algorithm" @default.
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