Application of fuzzy evidence theory in a photo-electric measurement system

Jianxun Song; Maotao Xiong; Jin Zhang; Qinzhang Wu

doi:10.1117/12.828779

20 May 2009 Application of fuzzy evidence theory in a photo-electric measurement system

Jianxun Song, Maotao Xiong, Jin Zhang, Qinzhang Wu

Proceedings Volume 7283, 4th International Symposium on Advanced Optical Manufacturing and Testing Technologies: Optical Test and Measurement Technology and Equipment; 72833L (2009) https://doi.org/10.1117/12.828779
Event: AOMATT 2008 - 4th International Symposium on Advanced Optical Manufacturing, 2008, Chengdu, Chengdu, China

Abstract

The photo-electric measurement system is a kind of high-precision measurement system for trajectory parameters and object identity parameters, and it can acquire the image information of flying objects by CCD camera. Due to subject to some kinds of reasons, the feature information of image is not integrated and imprecise, and it has uncertainty and fuzzy in some degree. The Dempster-Shafer evidence theory is an important approach of uncertainty reasoning. With evidences fused, the uncertainty of the feature information of the object is declined gradually by Dempster combination rule, so it can achieve the aim of object detection and object recognition. The conception of fuzzy mass is expanded in the way of the relation of absolute membership on the basis of normal mass conception. The fuzzy theory is very suitable for the description and processing of uncertainty to evidences in D-S evidence theory, so the Basic Probability Assignment Function (BPAF) of D-S evidence theory can be acquired according to fuzzy theory, and it resolves crucial problem in D-S evidence theory. It is shown that data fusion method of fuzzy evidence theory can deal with uncertainty and the fuzzy of photo-electric measurement system according to the analysis of theory and the result of experimentation, and it has a bright future in photo-electric measurement systems.

Citation Download Citation

Jianxun Song, Maotao Xiong, Jin Zhang, and Qinzhang Wu "Application of fuzzy evidence theory in a photo-electric measurement system", Proc. SPIE 7283, 4th International Symposium on Advanced Optical Manufacturing and Testing Technologies: Optical Test and Measurement Technology and Equipment, 72833L (20 May 2009); https://doi.org/10.1117/12.828779

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KEYWORDS

Fuzzy logic

Imaging systems

Charge-coupled devices

Probability theory

CCD cameras

Object recognition

Algorithms

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