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  • 學位論文

指紋特徵與表示之實驗

Experiments of Fingerprint Minutiae Extraction and Representation

指導教授 : 陳朝欽
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摘要


Because of the forensic, civilian and commercial needs of individual identification, fingerprints are popularly used for individual identification in a biometric system widespread. In this thesis, we reviewd the process of a minutiae-based automatic fingerprint identification system. We put emphasis on how to store the enrolled fingerprint images to make the following matching process efficiently. Our system is tested on fingerprint images of Rindex28 database to describe the information about feature points extracted from an input fingerprint image in a computer system of Pentium 4 with 3.07GHz CPU and 1.5GB RAM running Windows XP. We report a detailed statistics of a fingerprint image, and the summary statistics for the image database Rindex28 including 112 images.

關鍵字

指紋

並列摘要


無資料

並列關鍵字

fingerprint

參考文獻


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[Esp2002] V. Espinosa-Duro, "Minutiae Detection Algorithm for Fingerprint Recognition", IEEE Aerospace and Electronics Systems Magazine, vol. 17, no.3, 7–20, 2002.
[Hon1998] L. Hong, Y. Wan, and A.K. Jain, "Fingerprint Image Enhancement: Algorithm and Performance Evaluation", IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 20, no. 8, 777–789, 1998.
[Kar1996] K. Karu and A.K. Jain, "Fingerprint Classification", Pattern Recognition, vol. 29, no. 3, 284–404, 1996.

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