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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