Digital Library of Zielona Góra contains 9 272 digital objects
Object
Title: On statistical reconstruction of vector random fields
Contributor:
Korbicz, Józef (1951- ) - red. ; Uciński, Dariusz - red.
Group publication title:
Abstract:
The problem of statistical reconstruction of missing samples arbitrarily located within the rectangular segment of a Gaussian vector random field is considered. It is shown that the reconstruction is made up of the deterministic (predictable and hence unique) component and the stochastic (unpredictable and hence nonunique) component. ; First, the reconstruction procedure is briefly sketched for general homogenous random fields. Next, it is shown that a major computational simplifications can be acheved if the unilateral conditional Markov (CM) model of the field is adopted. For CM fields the possibility of decomposing the restoration procedure into a number of computationally less demanding sub-problems is also discussed.
Publisher:
Zielona Góra: Uniwersytet Zielonogórski
Resource Identifier:
Pages:
Source:
AMCS, volume 4, number 1 (1994) ; click here to follow the link
Language:
License CC BY 4.0:
Rights:
Biblioteka Uniwersytetu Zielonogórskiego
Object collections:
- Repository > Faculties > Faculty of Computer, Electrical and Control Engineering
- Repository > Types of work > Articles
- Repository > Scientific journals and UZ publishing series > International Journal of Applied Mathematics and Computer Science (AMCS) > International Journal of Applied Mathematics and Computer Science (AMCS) (1994)
Last modified:
Jul 14, 2025
In our library since:
Jul 24, 2020
Number of object content hits:
115
All available object's versions:
https://zbc.uz.zgora.pl/repozytorium/publication/63910
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| Edition name | Date |
|---|---|
| On statistical reconstruction of vector random fields | Jul 14, 2025 |
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