https://scholars.lib.ntu.edu.tw/handle/123456789/148505
標題: | Fingerprint recognition using directional micropattern histograms and LVQ networks | 作者: | SHENG-DE WANG Lee, Chih-Jen |
公開日期: | 1999 | 起(迄)頁: | 300-303 | 來源出版物: | Proceedings - 1999 International Conference on Information Intelligence and Systems, ICIIS 1999 | 摘要: | The paper is about designing a fingerprint recognition system that makes use of the directional micropattern histograms of a fingerprint image for local ridge orientation calculation, core point detection, and feature extraction. An improved learning vector quantization network is also proposed to avoid the unfairness of the winning rate and to determine a proper number of hidden units. Experimental results show that the recognition rate of the proposed method is 99.62% for a small-scale fingerprint database. © 1999 IEEE. |
URI: | http://ntur.lib.ntu.edu.tw//handle/246246/2007041910021562 http://ntur.lib.ntu.edu.tw/bitstream/246246/2007041910021562/1/00810280.pdf https://www.scopus.com/inward/record.uri?eid=2-s2.0-0000124391&doi=10.1109%2fICIIS.1999.810280&partnerID=40&md5=66288472b666875497c5b38f6861f8c4 |
DOI: | 10.1109/iciis.1999.810280 | SDG/關鍵字: | Feature extraction; Graphic methods; Palmprint recognition; Fingerprint database; Fingerprint images; Fingerprint Recognition; Fingerprint recognition systems; Learning vector quantization networks; LVQ networks; Micro pattern; Ridge orientations; Pattern recognition |
顯示於: | 電機工程學系 |
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00810280.pdf | 97.1 kB | Adobe PDF | 檢視/開啟 |
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