A Unified Algorithm for Subband-Based Discrete Cosine Transform

Joint Authors

Ko, Lu-Ting
Sung, Tze-Yun
Chen, Jwu-E.
Hsin, Hsi-Chin
Shieh, Yaw-Shih

Source

Mathematical Problems in Engineering

Issue

Vol. 2012, Issue 2012 (31 Dec. 2012), pp.1-31, 31 p.

Publisher

Hindawi Publishing Corporation

Publication Date

2011-08-28

Country of Publication

Egypt

No. of Pages

31

Main Subjects

Civil Engineering

Abstract EN

Discrete cosine transform (DCT) and inverse DCT (IDCT) have been widely used in many image processing systems and real-time computation of nonlinear time series.

In this paper, the unified DCT/IDCT algorithm based on the subband decompositions of a signal is proposed.

It is derived from the data flow of subband decompositions with factorized coefficient matrices in a recursive manner.

The proposed algorithm only requires (4(log2n)−1−1) and (4(log2n)−1−1)/3 multiplication time for n-point DCT and IDCT, with a single multiplier and a single processor, respectively.

Moreover, the peak signal-to-noise ratio (PSNR) of the proposed algorithm outperforms the conventional DCT/IDCT.

As a result, the subband-based approach to DCT/IDCT is preferable to the conventional approach in terms of computational complexity and system performance.

The proposed reconfigurable architecture of linear array DCT/IDCT processor has been implemented by FPGA.

American Psychological Association (APA)

Ko, Lu-Ting& Chen, Jwu-E.& Hsin, Hsi-Chin& Shieh, Yaw-Shih& Sung, Tze-Yun. 2011. A Unified Algorithm for Subband-Based Discrete Cosine Transform. Mathematical Problems in Engineering،Vol. 2012, no. 2012, pp.1-31.
https://search.emarefa.net/detail/BIM-1002230

Modern Language Association (MLA)

Ko, Lu-Ting…[et al.]. A Unified Algorithm for Subband-Based Discrete Cosine Transform. Mathematical Problems in Engineering No. 2012 (2012), pp.1-31.
https://search.emarefa.net/detail/BIM-1002230

American Medical Association (AMA)

Ko, Lu-Ting& Chen, Jwu-E.& Hsin, Hsi-Chin& Shieh, Yaw-Shih& Sung, Tze-Yun. A Unified Algorithm for Subband-Based Discrete Cosine Transform. Mathematical Problems in Engineering. 2011. Vol. 2012, no. 2012, pp.1-31.
https://search.emarefa.net/detail/BIM-1002230

Data Type

Journal Articles

Language

English

Notes

Includes bibliographical references

Record ID

BIM-1002230