Title :
Practical implementation of multirate convolution for multiresolution image processing
Author :
Thomas, Bruce A. ; Rodriguez, Jeffrey J.
Author_Institution :
Dept. of Electr. & Comput. Eng., Arizona Univ., Tucson, AZ, USA
Abstract :
This paper describes key issues associated with the computation of undecimated multiresolution signal decompositions. An effective solution is obtained by a general-purpose convolution programming model that automatically accounts for filter origin displacement and the sparse nature of upsampled filters. The handling of image boundaries during convolution is also discussed in detail
Keywords :
FIR filters; band-pass filters; convolution; filtering theory; image reconstruction; image resolution; image sampling; programming; analysis/synthesis filter; filter origin displacement; general-purpose convolution programming model; image boundaries; linear-phase FIR filters; multirate convolution; multirate filter banks; multiresolution image processing; perfect reconstruction; sparse filters; undecimated multiresolution signal decompositions; upsampled filters; Convolution; Digital images; Filter bank; Filtering; Finite impulse response filter; Image coding; Image processing; Image resolution; Signal analysis; Signal resolution;
Conference_Titel :
Image Analysis and Interpretation, 1998 IEEE Southwest Symposium on
Conference_Location :
Tucson, AZ
Print_ISBN :
0-7803-4876-1
DOI :
10.1109/IAI.1998.666888
