DocumentCode :
1311553
Title :
On the computation of two-dimensional DCT
Author :
Bi, Guoan ; Li, Gang ; Ma, Kai-Kuang ; Tan, T.C.
Author_Institution :
Sch. of Electr. & Electron. Eng., Nanyang Technol. Inst., Singapore
Volume :
48
Issue :
4
fYear :
2000
fDate :
4/1/2000 12:00:00 AM
Firstpage :
1171
Lastpage :
1183
Abstract :
A new fast algorithm for the type-II two-dimensional (2-D) discrete cosine transform (DCT) is presented. It shows that the 2-D DCT can be decomposed into cosine-cosine, cosine-sine, sine-cosine, and sine-sine sequences that can be further decomposed into a number of similar sequences. Compared with other reported algorithms, the proposed one achieves savings on the number of arithmetic operations and has a recursive computational structure that leads to a simplification of the input/output indexing process. Furthermore, the new algorithm supports transform sizes (p1*2m1)×(p2*2 m2), where p1 and p2 are arbitrarily odd integers, which provides a wider range of choices on transform sizes for various applications
Keywords :
computational complexity; discrete cosine transforms; signal processing; cosine-cosine sequences; cosine-sine sequences; fast algorithm; input/output indexing process; recursive computational structure; signal processing; sine-cosine sequences; sine-sine sequences; two-dimensional discrete cosine transform; type-II 2D DCT computation; Arithmetic; Computational complexity; Costs; Discrete cosine transforms; Discrete transforms; Image coding; Indexing; Matrix decomposition; Signal processing algorithms; Two dimensional displays;
fLanguage :
English
Journal_Title :
Signal Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1053-587X
Type :
jour
DOI :
10.1109/78.827550
Filename :
827550
Link To Document :
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