With the development of social economy,there have been more and more high buildings and forest fire problem.The fire problem have such features as fire spreading fast, difficulty of extinguishing a fire and rescuing human beings and properties. So new-style and efective measure for the detection of early fire have been paid more attention for people.
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In realistic life, the problem of pattern recognition, especially the study of multi-classification pattern recognition is very significant. The field of pattern recognition is very comprehensive, for example, disease diagnosis, physical check-up, fingerprint recognition and the problem of fault diagnosis and detect prediction in the power system and traffic system etc., all that above can
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