Chapter 5

Two-Dimensional Filter Design

This chapter discusses the design of spatial and other 2-D digital filters. We will introduce both finite impulse response (FIR) and infinite impulse response (IIR) filter design. In the FIR case, we first present window function design of rectangular support filters. We then briefly present a 1-D to 2-D transformation method due to McClellan and a method based on successive projections onto convex sets of frequency domain specifications. In the IIR case, we look at computer-aided design methods that guarantee BIBO stability and also offer approximation for both magnitude and phase. We consider both conventional spatial-recursive filters as well as a more general class called fully recursive. Finally, ...

Get Multidimensional Signal, Image, and Video Processing and Coding, 2nd Edition now with O’Reilly online learning.

O’Reilly members experience live online training, plus books, videos, and digital content from 200+ publishers.