關鍵字查詢 | 類別:會議論文 | | 關鍵字:A Fingerprint Identification System Based on Neural Fuzzy Network

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序號 學年期 教師動態
1 93/2 電機系 謝景棠 教授 會議論文 發佈 A Fingerprint Identification System Based on Neural Fuzzy Network , [93-2] :A Fingerprint Identification System Based on Neural Fuzzy Network會議論文A Fingerprint Identification System Based on Neural Fuzzy NetworkHsieh, Ching-Tang; Hu, Chia-Shing淡江大學電機工程學系Fuzzy system;Neural network;Image analysis;Fingerprintidentification2005年國際系統與信號研討會論文集=Proceedings of 2005 International Conference on System & Signals (ICSS2005),6頁義守大學電機工程學系 Department of Electrical Engineering, I-Shou UniversityBecause fingerprint patterns are fuzzy in nature and ridge endings are changed easily by scares, we try to only use ridge bifurcation as fingerprints minutiae and also design a“fuzzy feature image”encoder by using cone membership function to represent the structure of ridge bifurcation features extracted from fingerprint. Then, we integrate the fuzzy encoder with back-propagation neural network (BPNN) as a recognizer which has variable fault tolerances for fingerprint recognition. Our experimental results have show that the proposed fingerprint recognition system is robust, reliable an
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