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Volume 28 Issue 5
May  2002
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Journal of Beijing University of Aeronautics and Astronautics  > 2002  >  28(5): 532-535.
HUANG Xi-shan, CHEN Zhe. Studies on Scene Matching Algorithm of Fuzzy Similarity Metric[J]. Journal of Beijing University of Aeronautics and Astronautics, 2002, 28(5): 532-535. (in Chinese)
Citation: HUANG Xi-shan, CHEN Zhe. Studies on Scene Matching Algorithm of Fuzzy Similarity Metric[J]. Journal of Beijing University of Aeronautics and Astronautics, 2002, 28(5): 532-535. (in Chinese)
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Studies on Scene Matching Algorithm of Fuzzy Similarity Metric

  • Beijing University of Aeronautics and Astronautics, School of Automation Science and Electrical Engineering

  • Received Date: 08 Jan 2001
  • Publish Date: 31 May 2002
    Abstract
  • Calculations of fuzzy image feature field were studied, the scene matching algorithm adopting similarity metrics of image fuzzy sets was proposed, and the matching methods of combining multiple similarity metrics of fuzzy sets were explored. Further more, the scene-matching algorithm of the fuzzy synthetic similarities (FSSM) was proposed. The simulation results show that the FSSM algorithm has advantages of excellent adaptability, high matching probability, and good real-time ability. As an excellent algorithm of scene matching, it can be used for the real-time positioning of aircrafts.

     

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  • [1] 田金文,柳 健,张天序．基于模糊信息理论的景像匹配方法[J]．红外与激光工程,1998, 27(3):28~31． [2]何新贵．模糊知识处理的理论与技术[M]．第2版．北京:国防工业出版社,1998． [3]Balslev I. Noise tolerance of moment invariants in pattern recognition . Pattern Recognition Letters, 1998,19:1183~1189. [4]汪培庄．模糊集合论及其应用[M]．上海:上海科学技术出版社,1983． [5]Chaudhuri B, Rosenfeld A. A modified Hausdorff distance between fuzzy sets[J]. Information Sciences, 1999,118:159~171． [6]周志强．四组合导航系统中的景像匹配技术研究 ．北京:北京航空航天大学自动控制系, 1998. [7]Jolion J M, Rosenfeld A. A pyramid framework for early vision[M]. Boston:Kluwer Academic Publishers, 1994.
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