Title :
A two-dimensional fast cosine transform
Author :
Haque, Munsi Alaul
Author_Institution :
Advanced Micro Devices, Sunnyvale, CA
fDate :
12/1/1985 12:00:00 AM
Abstract :
A two-dimensional fast cosine transform algorithm (2-D FCT) is developed for 2m× 2ndata points. This algorithm is an extended version of the 1-D FCT algorithm introduced in a recent paper, but with significantly reduced computations for a 2-D field. The rationale for this 2-D FCT is a 2-D decomposition of data sequences into 2- D subblocks with reduced dimension (halves), rather than serial, one-dimensional, separable treatment for the columns and rows of the data sets. Computer simulation for the 2-D FCT algorithms, using a smaller block of data and finite word precision, proves to be excellent in comparison with the direct 2-D discrete cosine transform (2-D DCT). An example of a 4 × 4 2-D inverse fast cosine transform (2-D IFCT) algorithm development is presented in this paper, together with a signal flow graph.
Keywords :
Computer simulation; Digital images; Discrete cosine transforms; Discrete transforms; Flow graphs; Image coding; Karhunen-Loeve transforms; Matrices; Two dimensional displays; Video compression;
Journal_Title :
Acoustics, Speech and Signal Processing, IEEE Transactions on
DOI :
10.1109/TASSP.1985.1164737