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COMBINATION MEDIAN FILTER BASED ON BAYES-DECISION |
Song Huansheng①; Liang Dequn②; Liu Chunyang②; Wu Chengke① |
①Xidian University,Xi'an 710071;②Xi'an Jiaotong University,Xi'an 710049 |
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Abstract To settle the contradiction of noise-filtering and image detail-preserving in image filtering, a combination median filter based on Bayes-decision is proposed. The main contributions are: (1) deriving the union conditional density function of a defined test vector; (2) giving an algorithm for estimating pre-probability; (3) introducing a new filter structure, which combining median and multistage median filters based on Bayes-decision.
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Received: 08 February 1996
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