- Research Article
- Open access
- Published:
Warped Discrete Cosine Transform-Based Low Bit-Rate Block Coding Using Image Downsampling
EURASIP Journal on Advances in Signal Processing volume 2007, Article number: 043948 (2007)
Abstract
This paper presents warped discrete cosine transform (WDCT)-based low bit-rate block coding using image downsampling. While WDCT aims to improve the performance of conventional DCT by frequency warping, the WDCT has only been applicable to high bit-rate coding applications because of the overhead required to define the parameters of the warping filter. Recently, low bit-rate block coding based on image downsampling prior to block coding followed by upsampling after the decoding process is proposed to improve the compression performance for low bit-rate block coders. This paper demonstrates that a superior performance can be achieved if WDCT is used in conjunction with image downsampling-based block coding for low bit-rate applications.
References
Sikora T: Trends and perspectives in image and video coding. Proceedings of the IEEE 2005,93(1):6-17.
Cho NI, Mitra SK: Warped discrete cosine transform and its application in image compression. IEEE Transactions on Circuits and Systems for Video Technology 2000,10(8):1364-1373. 10.1109/76.889021
Bruckstein AM, Elad M, Kimmel R: Down-scaling for better transform compression. IEEE Transactions on Image Processing 2003,12(9):1132-1144. 10.1109/TIP.2003.816023
Tsaig Y, Elad M, Milanfar P, Golub GH: Variable projection for near-optimal filtering in low bit-rate block coders. IEEE Transactions on Circuits and Systems for Video Technology 2005,15(1):154-160.
Gonzales R, Woods R: Digital Image Processing. Addison-Wesley, Reading, Mass, USA; 1992.
Tekalp AM: Digital Video Processing. Prentice-Hall, Upper Saddle River, NJ, USA; 1995.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
Open Access This article is distributed under the terms of the Creative Commons Attribution 2.0 International License (https://doi.org/creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
About this article
Cite this article
Ertürk, S. Warped Discrete Cosine Transform-Based Low Bit-Rate Block Coding Using Image Downsampling. EURASIP J. Adv. Signal Process. 2007, 043948 (2007). https://doi.org/10.1155/2007/43948
Received:
Revised:
Accepted:
Published:
DOI: https://doi.org/10.1155/2007/43948