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Image Processing Based On Fuzzy Integral

Posted on:2009-03-19Degree:MasterType:Thesis
Country:ChinaCandidate:L N SunFull Text:PDF
GTID:2178360308979514Subject:Probability theory and mathematical statistics
Abstract/Summary:PDF Full Text Request
With the progress of human society, with the scientific and technological development, people on the information processes and information exchanging ask higher than before. Because it's direct-viewing, understandability and informative features, image is one of the largest types of information in people's daily life. However, the human vision system is so complex that we couldn't simple process an image just treat all the factors equally. It often brings on the subjective against the objectivity. And often fall short of human psychological visual requirements. But the fuzzy rules based on the subjective appraisement could avoid the shortcomings. Fuzzy integral in the Fuzzy math sometimes conform to non-linear thought of the human brain.This paper summarizes some familiar principles and methods of the fuzzy image processing. It also found that most of the literature only provides theoretical support. Therefore people don't know how to achieve it and difficult to see the real-time processing results. MATLAB as a tool is the calculation software in mathematical. It is popular software in the world. In order to demonstrate how processing an image used MATLAB and fuzzy integral, this paper refers to image fusion as an example. At the same time, this paper offers the source code. I hope this could help others in this field.
Keywords/Search Tags:Fuzzy integral, Image processing, MATLAB
PDF Full Text Request
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