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| 基于遗传算法红外小目标检测的研究 | |
| 引用本文： | 张双垒,林剑春,段东,陈凡胜,董玉翠.基于遗传算法红外小目标检测的研究[J].红外技术,2012,34(8):472-476. |
| 作者姓名： | 张双垒 林剑春 段东 陈凡胜 董玉翠 |
| 作者单位： | 张双垒:中国科学院上海技术物理研究所, 上海 200083 林剑春:中国科学院上海技术物理研究所, 上海 200083 段东:中国科学院上海技术物理研究所, 上海 200083 陈凡胜:中国科学院上海技术物理研究所, 上海 200083 董玉翠:中国科学院上海技术物理研究所, 上海 200083 |
| 基金项目： | 中科院重大创新项目，基金编号：G09K1200B00。 |
| 摘 要： | 为解决复杂空中背景下红外弱小目标的快速检测,提出了一种基于遗传算法的检测思路。该思路主要是通过利用遗传算法高效快速的搜索方式,结合传统的红外小目标检测算法,最终实现红外弱小目标的快速检测。最后通过MATLAB编程后,实现了复杂背景下红外小目标的快速检测。通过仿真及与相应的传统算法的比较,发现了遗传算法自身的优势和劣势,最后说明了遗传算法在红外小目标检测领域广阔的应用前景。 |
| 关 键 词： | 图像处理 目标检测 遗传算法 红外小目标 MATLAB |
| 收稿时间： | 2012/5/10 |
Infrared Small Target Detection Research Based on Genetic Algorithm |
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| ZHANG Shuang-lei,LIN Jian-chun,DUAN Dong,CHEN Fan-sheng,DONG Yu-cui.Infrared Small Target Detection Research Based on Genetic Algorithm[J].Infrared Technology,2012,34(8):472-476. | |
| Authors: | ZHANG Shuang-lei LIN Jian-chun DUAN Dong CHEN Fan-sheng DONG Yu-cui |
| Affiliation: | (Shanghai Institute of Technology of Physical,Shanghai 200083,China) |
| Abstract: | Detection of the infrared small target has always been the difficulty and emphasis of the field. In this paper, a fast and efficient infrared small target searching method based on genetic algorithms has been proposed. The main idea of this method is using search methods of the genetic algorithm and combining with the traditional infrared small target detection algorithm, to realize the rapid detection of weak infrared target. By comparing the result of MATLAB simulation, we find the advantages and disadvantages of the genetic algorithm, and finally present the potential applications of genetic algorithms in the field. |
| Keywords: | image processing target detection genetic algorithms infrared small target MATLAB |
| 本文献已被 CNKI 等数据库收录！ | |