| 基于遗传算法的图像阈值分割 |
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| 引用本文： | 种劲松, 周孝宽, 王宏琦, 王仁生. 基于遗传算法的图像阈值分割[J]. 电子与信息学报, 2000, 22(5): 785-790. |
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| 作者姓名： | 种劲松 周孝宽 王宏琦 王仁生 |
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| 作者单位： | 1. 中国科学院电子学研究所,北京,100080
2. 北京航空航天大学,北京,100083 |
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| 摘 要： | 该文将遗传算法用于Otsu法和KSW熵法两种图像阈值分割方法中，进行了针对图像分割的遗传程序所需的参数设计，并采用遗传算法实现单阈值和多阈值图像分割。实验结果表明分割速度快于传统阈值分割法，缩短了运算时间。
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| 关 键 词： | 图像处理 遗传算法 阈值 |
| 收稿时间： | 1999-07-22 |
| 修稿时间： | 1999-07-22 |
IMAGE THRESHOLDING SEGMENTATION BASED ON GENETIC ALGORITHM |
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| Chong Jinsong, Zhou Xiaokuan, Wang Hongqi, Wang Rensheng. IMAGE THRESHOLDING SEGMENTATION BASED ON GENETIC ALGORITHM[J]. Journal of Electronics & Information Technology, 2000, 22(5): 785-790. |
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| Authors: | Chong Jinsong Zhou Xiaokuan Wang Hongqi Wang Rensheng |
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| Affiliation: | Chong Jinsong(Institute of Ecletronics,Chinese Academy of Sciences,Beijing 100080,China)Zhou Xiaokuan(Beijing University of Aeronautics and Astronautics,Beijing 100083,China)Wang Hongqi,Wang Rensheng(Institute of Ecletronics,Chinese Academy of Sciences,Beijing 100080,China) |
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| Abstract: | Both Otsu method and KSW entropic thresholding segmentation method are implemented using Genetic Algorithm(GA) in this paper. Optimum parameters suitable for the image segmentation algorithm are also devised. Single thresholding and multithresholding methods are all presented using GA.The results show that GA can shorten the computational time compared with the classical methods. |
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| Keywords: | Image processing Genetic algorithm Thresholding value |
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