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
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被引频次:6[WOS]   [WOS记录]     [WOS相关记录]
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
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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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