| 基于遗传算法的指纹图匹配算法及应用 |
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| 引用本文： | 漆远,田捷,邓翔.基于遗传算法的指纹图匹配算法及应用[J].软件学报,2000,11(4):488-493. |
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| 作者姓名： | 漆远 田捷 邓翔 |
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| 作者单位： | 中国科学院自动化研究所人工智能实验室,北京,100080 |
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| 基金项目： | 本文研究得到国家自然科学基金(No.69875019)资助. |
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| 摘 要： | 自动指纹识别系统因其在身份确认方面所具有的方便、快速、准确等特点而得到了广泛的研究 .该文利用分层匹配的思想 ,提出了一种根据指纹细节点结构特征进行初匹配的算法 ,并将遗传算法应用于更高层次的点模式匹配问题中 .该方法在自动指纹识别应用中取得了较好的结果.
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| 关 键 词： | 遗传算法 细节特征 指纹匹配 |
| 收稿时间： | 1998/11/5 0:00:00 |
| 修稿时间： | 1999/5/17 0:00:00 |
Genetic Algorithm Based Fingerprint Matching Algorithm and Its Application in Automated Fingerprint Recognition System |
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| QI Yuan,TIAN Jie and DENG Xiang.Genetic Algorithm Based Fingerprint Matching Algorithm and Its Application in Automated Fingerprint Recognition System[J].Journal of Software,2000,11(4):488-493. |
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| Authors: | QI Yuan TIAN Jie and DENG Xiang |
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| Affiliation: | Laboratory of Artificial Intelligence Institute of Automation The Chinese Academy of Sciences Beijing 100080 |
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| Abstract: | Automated fingerprint identification system (AFIS) has been studied widely because it s convenient, quick and exact in personal verification field. In this paper, a fingerprint minutia first matching method is proposed based on the structural features of minutia, and a genetic algorithm is applied to the further point matching phase. This method has given good results in automated fingerprint identification system (AFIS). |
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| Keywords: | Genetic algorithm minutia feature fingerprint matching |
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