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:An application of fuzzy logic and neural network to fingerprint recognition
學年93
學期2
發表日期2005/05/18
作品名稱An application of fuzzy logic and neural network to fingerprint recognition
作品名稱(其他語言)
著者謝景棠; 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Institute of Electrical and Electronics Engineers (IEEE)
會議名稱
會議地點Sapporo, Japan
摘要The correct minutiae extraction is very important in an automatic fingerprint identification system. However, the presence of noise in poor-quality images can cause many extraction faults, such as the dropping of true minutiae and inclusion of false minutiae. Most fingerprint identification systems are based on precise mathematical models, but they cannot handle such faults properly. As human beings are good at recognizing fingerprint patterns, a human-like method is applied. The paper presents an adaptive fuzzy logic and neural network method which has variable fault tolerance. Our experimental results show that this fingerprint identification method is robust, reliable and rapid.
關鍵字
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20050518~20050520
通訊作者
國別日本
公開徵稿
出版型式
出處NSIP 2005. Abstracts. IEEE-Eurasip Nonlinear Signal and Image Processing, Japan, pp.20
相關連結
Google+ 推薦功能,讓全世界都能看到您的推薦!