Title :
On 2-D periodically shift variant digital filters
Author :
Joo, Kyung Sub ; Rajan, Sreeraman ; Bose, Tamal
Author_Institution :
Dept. of Electr. Eng., Colorado Univ., Denver, CO, USA
Abstract :
Two-dimensional (2-D) periodically shift variant (PSV) digital filters are considered. These filters have 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 a Givone-Roesser (GR) state-space model with periodic coefficients. This PSV model is then represented in block form as a shift-invariant system which also has the same GR state-space form. This block form has reduced computations and ease of analysis. An algorithm is developed that transforms any given 2-D PSV GR system to its equivalent shift-invariant model. Invertibility of this model is an important consideration, especially in image scrambling applications. A condition is established for the invertibility of the shift-invariant model of the 2-D PSV system. Also, the inverse system can be easily computed from the original
Keywords :
filtering theory; image processing; state-space methods; time-domain analysis; two-dimensional digital filters; video signal processing; 2D digital filters; 2D multirate signal processing; Givone-Roesser state-space model; block form; cyclostationary noise; digital image scrambling; inverse system; model invertibility; periodic coefficients; periodically shift variant filters; shift-invariant system; video signals; Additive noise; Amplitude modulation; Data communication; Digital filters; Digital images; Digital signal processing; Filtering; Signal processing; Signal processing algorithms; Speech; Statistics; Two dimensional displays; Video signal processing;
Conference_Titel :
Circuits and Systems, 1995., Proceedings., Proceedings of the 38th Midwest Symposium on
Conference_Location :
Rio de Janeiro
Print_ISBN :
0-7803-2972-4
DOI :
10.1109/MWSCAS.1995.504508