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水下目标动态阈值检测的区间值模糊集熵方法

DOI: doi:10.3969/j.issn.1006-7043.2011.02.019

Keywords: 区间值模糊集, 模糊熵, 阈值分割, 水下图像

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Abstract:

针对现有区间值模糊集的模糊熵度量的不足,提出该类模糊集的一种新的熵刻画,并将其应用到图像分割中.用区间值模糊集表示图像,依据最优阈值选取准则确定图像分割的初始阈值.结合Canny边缘检测结果研究一种针对水下图像的动态阈值分割算法,实现水下图像的目标检测.仿真实验结果表明该算法具有很好的图像分割和目标检测效果.

References

[1]  HAMID R T.Image thresholding using type II fuzzy sets [J].Pattern Recognition,2005,38(12):2363-2372.?[2]PAL S K,KING R A.Image enhancement using smoothing with fuzzy events[J].IEEE Trans on System,Man and Cybernetics,1981,11(7):494-501.?
[2]  ZADEH L A.Probability measures of fuzzy events[J].Journal of Mathematical Analysis and Application,1968,23(2):421-427.
[3]  HUANG L K.Image thresholding by minimizing the measures of fuzziness [J].Pattern Recognition,1995,28(1):41-51.?
[4]  沈桂玲.基于模糊集理论的图像分割研究[D].武汉:武汉科技大学,2008:12-17.?SHEN Guiling.Research of image segmentation based on fuzzy set theory[D].Wuhan:Wuhan University of Science and Technology,2008:12-17.?
[5]  BURILLO P,BUSTINE H.Entropy on intuitionistic fuzzy sets and on interval?valued fuzzy sets[J].Fuzzy Sets and Systems,1996,78(3):305-316.?
[6]  DE LUCA A,TERMINI S.A definition of a nonprobabilistic entropy in the setting of fuzzy sets theory[J].Information and Control,1972,20(4):301-312.?
[7]  CHAIRA T,RAY A K.A new measure using intuitionistic fuzzy set theory and its application to edge detection [J].Applied Soft Computing,2008,8(2):919-927.?
[8]  VLACHOS I K,SERGIADIS G D.Subsethood,entropy,and cardinality for interval?valued fuzzy sets?an algebraic derivation [J].Fuzzy Sets and Systems,2007,158(12):1384-1396.?
[9]  MENDEL J M,JOHN R I B.Type?2 fuzzy sets made simple [J].IEEE Transactions on Fuzzy Systems,2002,2(10):117-127.?
[10]  俞峰,杨成梧.直觉区间值模糊集的熵、距离测度和相似测度[J].计算机科学,2008,35(6):199-201. ?YU Feng,YANG Chenwu.Entropy,distance measure and similarity measure of intuitionistic interval?valued fuzzy sets[J].Computer Sciences,2008,35(6):199-201.?
[11]  ZENG W Y,LI H X.Relationship between similarity measure and entropy of interval valued fuzzy sets[J].Fuzzy Sets and Systems,2006,157(11):1447-1484.?

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