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The statistical mechanics of image recovery and pattern recognition

 

作者: James B. Cole,  

 

期刊: American Journal of Physics  （AIP Available online 1991）
卷期: Volume 59, issue 9  

页码: 839-842

 

ISSN:0002-9505

 

年代: 1991

 

DOI:10.1119/1.16732

 

出版商: American Association of Physics Teachers

 

关键词: ALGORITHMS;STATISTICAL MECHANICS;DATA ANALYSIS;PATTERN RECOGNITION;IMAGE PROCESSING;OPTIMIZATION

 

数据来源: AIP

 

摘要:

Many kinds of problems in physics and engineering can be cast as optimization problems in which a solution must be picked out of a very large and ‘‘complicated’’ solution candidate space. The simulated annealing algorithm, which derives from statistical mechanical theory, and Bayes’ theorem are introduced and it is shown how they can be combined to solve such problems. As an example, the problem of image recovery from noisy data is considered.

 

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