Dynamic representation and recursive estimation of cyclic and two-dimensional processes
- 1 October 1978
- journal article
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Automatic Control
- Vol. 23 (5), 801-809
- https://doi.org/10.1109/tac.1978.1101859
Abstract
Autoregressive-moving average dynamic models are construtted for nonstationary processes which exhibit cyclic behavior. Recursive linear mean-square prediction and filtering policies are then formulated which utilize these models. Application to a problem in two-dimensional image restoration is considered in detail.Keywords
This publication has 22 references indexed in Scilit:
- Recursive causal linear filtering for two-dimensional random fieldsIEEE Transactions on Information Theory, 1978
- A Decision Theory Approach to Picture SmoothingIEEE Transactions on Computers, 1978
- Conditions for stability of nonanticipative two-dimensional recursive filtersIEEE Transactions on Automatic Control, 1977
- Hierarchic recursive image enhancementIEEE Transactions on Circuits and Systems, 1977
- Comments on "Two dimensional Bayesian estimate of images"Proceedings of the IEEE, 1976
- Image Restoration, Modelling, and Reduction of DimensionalityIEEE Transactions on Computers, 1974
- Modeling of two-dimensional covariance functions with application to image restorationIEEE Transactions on Automatic Control, 1974
- Recursive Image Enhancement--Vector ProcessingIEEE Transactions on Communications, 1973
- Two-dimensional Bayesian estimate of imagesProceedings of the IEEE, 1972
- A Model for the Random Video ProcessBell System Technical Journal, 1966