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Mathematical Models of Video-Sequences of Digital Half-Tone Images

Petrov , E. P. and Medvedeva, E. V. and Trubin , I. S. and Smolskiy, S. M. (2013) Mathematical Models of Video-Sequences of Digital Half-Tone Images. In: Integrated Models for Information Communication Systems and Networks: Design and Development. IGI-Global.

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Abstract

This chapter is devoted to Mathematical Models (MM) of Digital Half-Tone Images (DHTI) and their video-sequences presented as causal multi-dimensional Markov Processes (MP) on discrete meshes. The difficulties of MM development for DHTI video-sequences of Markov type are shown. These difficulties are related to the enormous volume of computational operations required for their realization. The method of MM-DHTI construction and their statistically correlated video-sequences on the basis of the causal multi-dimensional multi-value MM is described in detail. Realization of such operations is not computationally intensive; Markov models from the second to fourth order demonstrate this. The proposed method is especially effective when DHTI is represented by low-bit (4-8 bits) binary numbers.

Item Type: Book Section
Subjects: Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Divisions: Faculty of Engineering, Science and Mathematics > School of Engineering Sciences
Depositing User: Mr Adewole Adewumi
Date Deposited: 13 Aug 2013 21:15
Last Modified: 13 Aug 2013 21:15
URI: http://eprints.covenantuniversity.edu.ng/id/eprint/1281

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