DocumentCode :
2199406
Title :
Research on Fast 2-D DCT Algorithm Based on Parallel Computing
Author :
Wenbang, Sun ; Hexin, Chen ; Wenbing, Sun
Author_Institution :
Sch. of Commun. Eng., Aviation Inf. Dept., Jilin Univ., Changchun, China
Volume :
2
fYear :
2011
fDate :
14-15 May 2011
Firstpage :
401
Lastpage :
404
Abstract :
Now, 2-D DCT is applied widely in the field of signal processing. But the transformation is operated by twice 1-D DCT successively, which limits the operation efficiency to improve farther. To overcome such drawbacks, a new method based on parallel computing is proposed in the paper. First, a sort of new matrix operation algorithm and a new transformation matrix are defined in the interest of convenient parallel computing. Then, 2-D DCT is operated integrally based on the new transformation matrix and new matrix operation criterion. The theoretical analysis shows that the calculating amount of the proposed method to compute 2-D DCT only needs one equivalent multiplication and a few equivalent additions, and the operation efficiency relative to other fast algorithms is improved notably.
Keywords :
discrete cosine transforms; matrix algebra; parallel processing; signal processing; fast 2-D DCT algorithm; matrix operation algorithm; parallel computing; signal processing; theoretical analysis; transformation matrix; Algorithm design and analysis; Discrete cosine transforms; Equations; Mathematical model; Parallel processing; Signal processing; Signal processing algorithms; 2-D DCT; Fast Algorithm; Parallel Computing; Serial Computing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Network Computing and Information Security (NCIS), 2011 International Conference on
Conference_Location :
Guilin
Print_ISBN :
978-1-61284-347-6
Type :
conf
DOI :
10.1109/NCIS.2011.179
Filename :
5948862
Link To Document :
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