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
fDate :
4/1/2000 12:00:00 AM
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;
Journal_Title :
Signal Processing, IEEE Transactions on