A hybrid parallel algorithm for digital image filtering applications

Author

Aziz, M. ; Boussakta, S.

Author_Institution

Dept. of Electron. & Electr. Eng., Leeds Univ., UK

Volume

1

fYear

2000

fDate

2000

Firstpage

591

Abstract

The need for processing speed in digital imaging and multidimensional signal processing seems to grow ever faster as more and more power hungry applications find their way into scientific and engineering applications. In this paper we evaluate the performance of a high-speed parallel system aiming at real time applications. The parallel system utilises a 2-D hybrid decomposition algorithm that eliminates the problem of overlapping segments in the block convolution and the boundary conditions when paralleling a 2-D filter algorithm. Finally the implementation on parallel SHARC DSPs is investigated and some examples are given

Keywords

convolution; digital signal processing chips; image processing; parallel algorithms; parallel architectures; real-time systems; two-dimensional digital filters; 2-D filter algorithm; 2-D hybrid decomposition algorithm; block convolution; digital image filtering; digital imaging; high-speed parallel system; hybrid parallel algorithm; multidimensional signal processing; parallel SHARC DSP implementation; real time applications; Boundary conditions; Convolution; Digital filters; Digital images; Filtering; Multidimensional signal processing; Parallel algorithms; Power engineering and energy; Real time systems; Signal processing algorithms;

fLanguage

English

Publisher

ieee

Conference_Titel

Electronics, Circuits and Systems, 2000. ICECS 2000. The 7th IEEE International Conference on

Conference_Location

Jounieh

Print_ISBN

0-7803-6542-9

Type

conf

DOI

10.1109/ICECS.2000.911609

Filename

911609