| 基于遗传算法指纹分类在保管系统中的应用 |
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| 引用本文： | 舒展,朱明富. 基于遗传算法指纹分类在保管系统中的应用[J]. 微机发展, 2006, 16(11): 191-194 |
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| 作者姓名： | 舒展 朱明富 |
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| 作者单位： | 华中科技大学系统工程研究所 湖北武汉430074 |
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| 摘 要： | 研究指纹的自动分类问题对解决大容量指纹库的匹配实时性有着重要的意义。为了优化基于指纹识别的银行保管箱系统,提高其对指纹图像的识别速度,文中引进了遗传算法指纹分类对指纹图像进行粗匹配。该方法通过利用复制、交叉和变异操作,对群体中的个体进行优化与筛选。介绍了基于遗传算法的指纹分类在银行保管箱系统中的应用,基于遗传算法的指纹分类法克服了一般排他性分类法所固有的对某些指纹图像无法识别的缺陷,同时提高了整个系统的效率。
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| 关 键 词： | 遗传算法 指纹分类 保管箱 |
| 文章编号： | 1673-629X(2006)11-0191-04 |
| 修稿时间： | 2006-03-05 |
An Application of Fingerprint Classification Based on Genetic Algorithm in Deposit Boxes System |
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| SHU Zhan,ZHU Ming-fu. An Application of Fingerprint Classification Based on Genetic Algorithm in Deposit Boxes System[J]. Microcomputer Development, 2006, 16(11): 191-194 |
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| Authors: | SHU Zhan ZHU Ming-fu |
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| Abstract: | Fingerprint classification can provide an important indexing mechanism in a fingerprint database.In order to improve the bank deposit boxes system,fingerprint classification based on genetic algorithm is involved to rough recognition of fingerprint images.This method uses copy,crossover and mutation to optimize and filtrate the individual from the colony.An application of fingerprint classification based on genetic algorithm in a bank deposit boxes system is introduced.Fingerprint classification based on genetic algorithm overcomes the limitation of common exclusive classification.With this classification,the systemic efficiency is improved. |
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| Keywords: | genetic algorithm fingerprint classification bank deposit boxes |
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