期刊文献+

基于几种不变量融合信息的缺损目标识别 被引量:5

RECOGNITION OF OCCLUDED TARGET WITH FUSED DATA OF SEVERAL INVARIANCES
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摘要 论述了基于3种不变量的融合信息来识别缺损目标的方法.该方法采用Dempster-Shafer证据推理方法作为决策层的融合工具,将拐点、线矩、高阶神经网络的分类结果进行信息融合.分类实验证明,该方法可以有效地提高系统的识别精度. This paper presents a method of recognizing occluded target with fused data,which comes from three kinds of invariances such as corner, moment and high order neural network. In this paper, Dempster Shafer Evidential reasoning is selected and used for data fusion at report level. The classification experiment shows that this method effectively improves the matching precision of the recognizing system.
出处 《武汉大学学报(自然科学版)》 CSCD 1998年第1期81-84,共4页 Journal of Wuhan University(Natural Science Edition)
基金 国防科工委预研基金
关键词 缺损目标识别 不变量 信息融合 模式识别 recognition of occluded target, invariance, data fusion, Dempster Shafer evidential reasoning
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参考文献6

  • 1刘雷健,杨静宇.基于融合信息的物体识别[J].模式识别与人工智能,1993,6(1):27-33. 被引量:19
  • 2袁捷,武汉大学学报,1997年,43卷,5期,655页
  • 3曾刚,第八届全国图像图形学学术会议论文集,1996年
  • 4王延平,武汉大学学报,1996年,42卷,5期,639页
  • 5Wei Wen,Pattern Recognit,1993年,26卷,10期,1461页
  • 6Xu Q,SPIE.1471,1991年,378页

共引文献18

同被引文献71

  • 1雍杨,王敬儒,张启衡.基于塔型结构的快速相关跟踪算法[J].光电工程,2003,30(6):11-14. 被引量:6
  • 2赵南元.视觉拓扑理论质疑[J].清华大学学报(自然科学版),1989,29(4):74-79. 被引量:4
  • 3周立伟 刘玉岩.目标识别与探测[M].北京:北京理工大学出版社,2002..
  • 4A James Ratches,C P Walters,G Rudolf Buser. Aided and Automatic Target Recognition Based upon Sensory Inputs from Image Forming Systems[J]. IEEE Trans.on PAMI,1997,19(9):1004-1019.
  • 5Smith S M,et al. SUSAN:A New Approach to Low Level Image Processing[J]. Int Journal of Computer Vision,1997,23(1):45-78.
  • 6Mokhtarian F,Suomela R. Curvature Scale Space for Robust Image Corner Detection[A]. Proceedings of 14th International Conference on Pattern Recognition[C].Brisbane:IEEE Computer Society,1998.1819-1821.
  • 7S Alkaabi,F Deravi. Candidate Pruning for Fast Corner Detection[J].Electronics Letters,2004,40(1).
  • 8Miroslav Trajkovic,Mark Hedley. Fast Corner Detection[J]. Image and Vision Computing,1998,(16):75-87.
  • 9M K Hu. Visual Pattern Recognition by Moment Invariant[J]. IEEE Trans.on Information Theory, 1962,8(2):179-187.
  • 10Y R Wong. Scene Matching with Invariant Moments[J]. Computer Graphics and Image Processing,1978,8(1):16-24.

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