New polynomial transform algorithm for multidimensional DCT

Citation
Yh. Zeng et al., New polynomial transform algorithm for multidimensional DCT, IEEE SIGNAL, 48(10), 2000, pp. 2814-2821
Citations number
13
Categorie Soggetti
Eletrical & Eletronics Engineeing
Journal title
IEEE TRANSACTIONS ON SIGNAL PROCESSING
ISSN journal
1053587X → ACNP
Volume
48
Issue
10
Year of publication
2000
Pages
2814 - 2821
Database
ISI
SICI code
1053-587X(200010)48:10<2814:NPTAFM>2.0.ZU;2-L
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 si ze N-1 X N-2 X ... X N-r, where N-i is a power of 2, can be converted into a series of one-dimensional (I-D) discrete cosine transforms (DCTs), The al gorithm 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-col umn method, and the number of additions is also reduced. Compared with othe r known polynomial transform algorithms for 2D-DCT and the most recently pr esented algorithm for MD-DCT, the proposed one uses about the same number o f operations. However, advantages such as better computational structure an d flexibility in the choice of dimensional sizes can be achieved.