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一种新的基于Dempster-Shafer理论的自适应遥感分类融合方法

DOI: 10.6046/gtzyyg.2002.03.13, PP. 48-53

Keywords: 数据融合,Dempster-Shafer证据理论,模糊Kohonen神经网络,遥感,分类

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Abstract:

提出了一种基于Dempster-Shafer's理论和模糊Kohonen神经网络分类融合的方法。该方法融合了非监督神经网络模型和在Dempster-Shafer证据理论框架中使用邻域信息的思想,即当一个待识别模式的每个邻域被划分为支持识别框架中某一类的一个证据体时,该证据体支持关于该模式隶属关系的某一假设。

References

[1]  Ulug M E.Fuzzy Fusion of Multisensor Data[C].Proceedings of ANNIE'97, St. Louis, Mo., 1997,9-12.
[2]  Ulug M E.Fuzzy Fusion of Multisensor Data[C].Proceedings of ANNIE'97, St. Louis, Mo., 1997,9-12.
[3]  Fixsen D, Mahle R P S.The Modified Dempster-Shafer Approach to Classification[J].IEEE Transactions on Systems. Man. And Cybernetics, 1997,27:96-104.
[4]  Mahler R P S.Combining Ambiguous Evidence with Respect to Ambiguous a priori Knowledge, I: Boolean Logic[J].IEEE Transactions on Systems. Man. And Cybernetics, 1996,26:27-41.
[5]  Shafer G.A Mathematical Theory of Evidence[M].Princeton, NJ: Princeton Univ. Press, 1976.
[6]  Kohlas J, Monney P A.A Mathematical Theory of Hints. An Approach to the Dempster-Shafer Theory of Evidence[M]. Berlin, Germany: Springer Verlag, 1995.
[7]  Semts P.The transferable belief model for quantified belief representation
[8]  [A] In Gabbay D M, Smets P, Eds. Dordrecht, in Handbook of Defeasible Reasoning and Uncertainty Management Systems. The Netherlands: Kluwer, 1998,(1):267-301.
[9]  Yager R R, Fedrizzi M, Kacprzyk J.Advances in the Dempster-Shafer Theory of Evidence[M].New York: Wiley, 1994.
[10]  Tsao E C, Bezdek J C, Pal N R.Fuzzy Kohonen Clustering Networks[J].Pattern Recognition, 1994,27(5):757-764.
[11]  Kohonen T.Self-organization and associative memory[C].3rd Eds. Springer, Berlin, 1989.
[12]  Rogova G.Combining the results of several neural network classifiers[J].Neural Networks, 1944,7(5):777-781.
[13]  Xu L, Krzyzak A, Suen C Y.Methods of combining multiple classifiers and their applications to handwriting recognition[J].IEEE Trans. Syst., Man., Cybern., 1992,22(3):418-435.
[14]  Xu L, Krzyzak A, Suen C Y.Methods of combining multiple classifiers and their applications to handwriting recognition[J].IEEE Trans. Syst., Man., Cybern., 1992,22(3):418-435.
[15]  FANG Yong.The Research of Data Fusion from Multiple Sources by Evidential Reasoning[J].Journal of Remote Sensing, 2000,4(2):106-111.
[16]  Murphy R R.Dempster-Shafer Theory for Sensor Fusion in Autonomous Mobile Robots[J].IEEE Transactions of Robotics and Automation, 1998,14(2).
[17]  FANG Yong.The Research of Data Fusion from Multiple Sources by Evidential Reasoning[J].Journal of Remote Sensing, 2000,4(2):106-111.
[18]  Murphy R R.Dempster-Shafer Theory for Sensor Fusion in Autonomous Mobile Robots[J].IEEE Transactions of Robotics and Automation, 1998,14(2).
[19]  Abdulghafour M, Fellah A, Abidi M A.Fuzzy Logic-Based Data Integration: Theory and Applications[C].Proceedings of IEEE Conference on MFI94, Las Vegas, Nevada, 1994.
[20]  Abdulghafour M, Fellah A, Abidi M A.Fuzzy Logic-Based Data Integration: Theory and Applications[C].Proceedings of IEEE Conference on MFI94, Las Vegas, Nevada, 1994.
[21]  Cheaito A, Lecours M.Study of a modified Dempster-Shager approach using an expected utility interval decision rule[J].SPIE,1999,3719, 34-42.

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