Xi'an Institute of Optics and Precision Mechanics,CAS
Segmentation of FLIR images by genetic algorithm and fuzzy entropy | |
其他题名 | 基于遗传算法和模糊熵的前视红外图像分割 |
Tao, WB; Tian, JW; Liu, J; Lou, Y | |
2003-12-01 | |
发表期刊 | JOURNAL OF INFRARED AND MILLIMETER WAVES |
卷号 | 22期号:6页码:465-468 |
摘要 | A FLIR image segmentation algorithm based on genetic algorithm and fuzzy set theory was presented. The method defines different member function for the object and background of the image to transform the image into fuzzy domain with maximum fuzzy entropy. The procedure for finding combination of a, b and c is implemented by genetic algorithm, thresholding image into object and background by maximizing the fuzzy entropy. The experiment results show that our proposed method gives better performance and higher calculation speed than other general methods with good real-time by using genetic algorithm. |
文章类型 | Article |
关键词 | Image Segmentation Genetic Algorithm Fuzzy Entropy Flir Image |
WOS标题词 | Science & Technology ; Physical Sciences |
收录类别 | SCI |
语种 | 中文 |
WOS研究方向 | Optics |
WOS类目 | Optics |
WOS记录号 | WOS:000187513200015 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.opt.ac.cn/handle/181661/25464 |
专题 | 中国科学院西安光学精密机械研究所(2010年前) |
作者单位 | 1.Huazhong Univ Sci & Technol, State Key Lab Image Proc & Intelligence Control, Wuhan 430074, Hubei, Peoples R China 2.Huazhong Univ Sci & Technol, Inst Pattern Recognit & Artificial Intelligence, Wuhan 430074, Hubei, Peoples R China 3.Chinese Acad Sci, Xian Inst Opt & Precis Mech, Xian 710068, Peoples R China |
推荐引用方式 GB/T 7714 | Tao, WB,Tian, JW,Liu, J,et al. Segmentation of FLIR images by genetic algorithm and fuzzy entropy[J]. JOURNAL OF INFRARED AND MILLIMETER WAVES,2003,22(6):465-468. |
APA | Tao, WB,Tian, JW,Liu, J,&Lou, Y.(2003).Segmentation of FLIR images by genetic algorithm and fuzzy entropy.JOURNAL OF INFRARED AND MILLIMETER WAVES,22(6),465-468. |
MLA | Tao, WB,et al."Segmentation of FLIR images by genetic algorithm and fuzzy entropy".JOURNAL OF INFRARED AND MILLIMETER WAVES 22.6(2003):465-468. |
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基于遗传算法和模糊熵的前视红外图像分割.(173KB) | 期刊论文 | 出版稿 | 限制开放 | CC BY-NC-SA | 请求全文 |
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