Title
Three-dimensional digital filtering algorithm for parallel DSP implementation
Abstract
In this paper we present a 3-D parallel filtering algorithm. This algorithm is highly parallel and efficient as it eliminates the overhead associated with the overlapping segments in the block-filtering approach. It also lifts the restrictions on the input size for high efficiency in the block-filtering algorithm, as both the 3-D input data and impulse response of the system are decimated into eight subsections each. These subsections can be simultaneously and independently processed. The results of the implementation of the 3-D parallel filtering algorithm on multiDSP platform is presented and discussed showing a high performance reflected by the highly parallel architecture and good memory distribution of the 3-D parallel algorithm.
Year
DOI
Venue
2003
10.1109/ICIP.2003.1246746
Image Processing, 2003. ICIP 2003. Proceedings. 2003 International Conference
Keywords
Field
DocType
digital signal processing chips,filtering theory,multidimensional digital filters,parallel algorithms,parallel architectures,transient response,3-D input data decimation,3-D parallel filtering algorithm,block-filtering approach,highly parallel architecture,input size,memory distribution,multiDSP platform,parallel DSP implementation,system impulse response,three-dimensional digital filtering algorithm
Transient response,Good memory,Impulse response,Digital signal processing,Digital filter,Computer science,Parallel algorithm,Parallel computing,Filter (signal processing),Algorithm,Cost efficiency
Conference
Volume
ISSN
ISBN
2
1522-4880
0-7803-7750-8
Citations 
PageRank 
References 
1
0.38
1
Authors
3
Name
Order
Citations
PageRank
Mohammed Aziz110.38
Said Boussakta210.38
Desmond C. McLernon316115.18