Title :
New polynomial transform algorithm for multidimensional DCT
Author :
Zeng, Yonghong ; Bi, Guoan ; Leyman, A.R.
Author_Institution :
Sch. of Electr. & Electron. Eng., Nanyang Technol. Inst., Singapore
fDate :
10/1/2000 12:00:00 AM
Abstract :
A new algorithm for the type-II multidimensional discrete cosine transform (MD-DCT) is proposed. Based on the polynomial transform, the rD-DCT with size N1×N2×···×N r, where Ni is a power of 2, can be converted into a series of one dimensional (1-D) discrete cosine transforms (DCTs). The algorithm achieves considerable savings on the number of operations compared with the row-column method. For example, the number of multiplications for computing an r-dimensional DCT is only 1/r times that needed by the row-column method, and the number of additions is also reduced. Compared with other known polynomial transform algorithms for MD-DCT and the most recently presented algorithm for MD-DCT, the proposed one uses about the same number of operations. However, advantages such as better computational structure and flexibility in the choice of dimensional sizes can be achieved
Keywords :
computational complexity; discrete cosine transforms; multidimensional signal processing; polynomials; MD-DCT; additions; computational structure; dimensional sizes; multidimensional DCT; multiplications; one dimensional discrete cosine transforms; polynomial transform algorithm; r-dimensional DCT; rD-DCT; type-II multidimensional discrete cosine transform; Bismuth; Data compression; Discrete cosine transforms; Discrete transforms; HDTV; Helium; Multidimensional signal processing; Multidimensional systems; Polynomials; Signal processing algorithms;
Journal_Title :
Signal Processing, IEEE Transactions on