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
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