| 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 | en |
| 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 | TWN |
| 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 |
| 相關連結 |
機構典藏連結 ( http://tkuir.lib.tku.edu.tw:8080/dspace/handle/987654321/95926 ) |
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