DocumentCode :
767436
Title :
Two-dimensional periodically shift variant digital filters
Author :
Joo, Kyung Sub ; Bose, Tamal
Author_Institution :
Dept. of Electr. Eng., Colorado Univ., Denver, CO, USA
Volume :
6
Issue :
1
fYear :
1996
fDate :
2/1/1996 12:00:00 AM
Firstpage :
97
Lastpage :
107
Abstract :
Two-dimensional (2-D) periodically shift variant (PSV) digital filters are considered. These filters have potential applications in processing video signals with cyclostationary noise, scrambling of digital images, and in 2-D multirate signal processing. The filters are formulated in the form of the Fornasini-Marchesini (FM) state-space model with periodic coefficients. This PSV model is then represented as a new shift-invariant system which is named the “Kiok-Neon” model. This model has several advantages that include ease of analysis and reduced computations compared to the existing state-space models. An algorithm is developed that transforms any given 2-D PSV FM system to its equivalent “Kiok-Neon” model. Invertibility of this model is an important consideration, especially in image scrambling applications. A condition is established for the invertibility of the “Kiok-Neon” model of the 2-D PSV system. Also, the inverse system can be easily computed from the original. It is established that the 2-D PSV system is asymptotically stable if an equivalent shift-invariant FM system is asymptotically stable. The established results are illustrated with examples
Keywords :
asymptotic stability; computational complexity; noise; state-space methods; time-domain analysis; two-dimensional digital filters; video signal processing; 2D multirate signal processing; Fornasini-Marchesini state-space model; Kiok-Neon model; algorithm; asymptotic stability; cyclostationary noise; digital image scrambling; inverse system; model invertibility; periodic coefficients; reduced computations; shift-invariant system; two-dimensional periodically shift variant digital filters; video signal processing; Digital filters; Digital images; Digital signal processing; Filtering; Senior members; Signal processing; Signal processing algorithms; Statistics; Two dimensional displays; Video signal processing;
fLanguage :
English
Journal_Title :
Circuits and Systems for Video Technology, IEEE Transactions on
Publisher :
ieee
ISSN :
1051-8215
Type :
jour
DOI :
10.1109/76.486424
Filename :
486424
Link To Document :
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