DocumentCode
3362490
Title
Block data flow implementation of the 2-D discrete wavelet transform
Author
Yoon, Sung H. ; Alexander, Winser E. ; Kim, Jung H.
Author_Institution
Dept. of Electr. & Comput. Eng., North Carolina State Univ., Raleigh, NC, USA
fYear
1994
fDate
25-28 Oct 1994
Firstpage
294
Lastpage
297
Abstract
Implements the 2D discrete wavelet transform (DWT) for real time image processing applications. The algorithms for the 2D wavelet transform can also be viewed as subband filter banks. The authors propose a block data flow architecture (BDFA) for the 2D product separable filter which is used for the DWT. The BDFA uses block data processing and the block data flow paradigm to minimize system management overhead due to the communication protocol. The authors propose a 2D array structured BDFA which is an extended architecture of the BDFA for the 2D filter. The approach uses both data partitioning and algorithm partitioning to achieve high efficiency and high throughput. The authors compare their approach to existing approaches such as the systolic implementation of the wavelet transform. The proposed method is suitable for real time image processing in the sense that it achieves high throughput and high efficiency using a small number of processors
Keywords
image processing; transforms; two-dimensional digital filters; wavelet transforms; 2D array structured BDFA; 2D discrete wavelet transform; 2D product separable filter; algorithm partitioning; block data flow architecture; block data flow implementation; communication protocol; data partitioning; efficiency; extended architecture; real time image processing applications; subband filter banks; system management overhead; throughput; Communication channels; Discrete wavelet transforms; Filter bank; Image processing; Partitioning algorithms; Real time systems; Synchronization; Systolic arrays; Throughput; Wavelet transforms;
fLanguage
English
Publisher
ieee
Conference_Titel
Time-Frequency and Time-Scale Analysis, 1994., Proceedings of the IEEE-SP International Symposium on
Conference_Location
Philadelphia, PA
Print_ISBN
0-7803-2127-8
Type
conf
DOI
10.1109/TFSA.1994.467235
Filename
467235
Link To Document