教師資料查詢 | 類別: 會議論文 | 教師: 謝景棠 Hsieh Ching-tang (瀏覽個人網頁)

標題:A Fingerprint Identification System Based on Neural Fuzzy Network
學年93
學期2
發表日期2005/04/28
作品名稱A Fingerprint Identification System Based on Neural Fuzzy Network
作品名稱(其他語言)
著者Hsieh, Ching-Tang; Hu, Chia-Shing
作品所屬單位淡江大學電機工程學系
出版者
會議名稱2005年國際系統與信號研討會=2005 International Conference on System & Signals (ICSS2005)
會議地點高雄, 臺灣
摘要Because 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 and rapid.
關鍵字Fuzzy system;Neural network;Image analysis;Fingerprintidentification
語言英文
收錄於
會議性質國際
校內研討會地點
研討會時間20050428~20050429
通訊作者
國別中華民國
公開徵稿Y
出版型式紙本
出處2005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
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