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Author:

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

Indexed by:

EI Scopus PKU CSCD

Abstract:

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.

Keyword:

Markov processes Engineering Research Hidden Markov models Statistical methods

Author Community:

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

Reprint Author's Address:

  • 李玉鑑

Email:

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Related Keywords:

Source :

Journal of Beijing University of Technology

ISSN: 0254-0037

Year: 2008

Issue: 6

Volume: 34

Page: 652-657

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 5

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