Korbicz, Józef (1951- ) - red. ; Uciński, Dariusz - red.
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.
Zielona Góra: Uniwersytet Zielonogórski
AMCS, volume 4, number 1 (1994) ; click here to follow the link
Biblioteka Uniwersytetu Zielonogórskiego
Nov 5, 2024
Jul 24, 2020
70
https://zbc.uz.zgora.pl/publication/63910
Edition name | Date |
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On statistical reconstruction of vector random fields | Nov 5, 2024 |
Beliczyński, Bartłomiej - red.
Krasoń, Ewa Kaczorek, Tadeusz - ed.
Trzaska, Zdzisław W. Kaczorek, Tadeusz - ed.
Xu, Li Saito, Osami Abe, Kenichi Kaczorek, Tadeusz - ed.
Young, K. David Yu, Xinghuo - red.
Xu, Jian-Xin Song, Yanbin Yu, Xinghuo - red.
Stotsky, Alexander A. Hedrick, J. Karl Yip, P.P. Yu, Xinghuo - red.
Hara, Masaaki Furuta, Katsuhisa Pan, Yaodong Hoshino, Tasuku Yu, Xinghuo - red.