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作者:

Li, Yu-Jian (Li, Yu-Jian.)

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摘要:

In order to build formal definitions for general Two-dimensional Hidden Markov Models (2-D HMM) and to facilitate their studies in theory and application, this paper summarizes five strict definitions of 2-D HMM with their equivalence proven by high-order cases on low-order ones. These equivalent results are helpful to understand the nature of 2-D HMM and to provide a strict basis of formalization for further research.

关键词:

Markov processes Engineering Research Hidden Markov models Statistical methods

作者机构:

  • [ 1 ] [Li, Yu-Jian]College of Computer Science and Technology, Beijing University of Technology, Beijing 100022, China

通讯作者信息:

  • 李玉鑑

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来源 :

Journal of Beijing University of Technology

ISSN: 0254-0037

年份: 2008

期: 6

卷: 34

页码: 652-657

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