DocumentCode
2373687
Title
Fast 8×8 DCT pruning algorithm
Author
Silva, Antonio ; Navarro, Antonio
Author_Institution
Inst. of Telecommun., Aveiro Univ., Portugal
Volume
2
fYear
2005
fDate
11-14 Sept. 2005
Abstract
Most of hybrid motion compensated video coding standards uses a well known discrete cosine transform (DCT) at the encoder to remove redundancy from video random processes. Due to the huge number of computations required to compute the DCT, reduction of its complexity is essential to speed up video processing. To optimize the computation of the DCT, we take into account the fact that the output of the DCT has often small values. The goal is not to compute DCT coefficients that will be quantized towards zero. This method of computing only a subset of DCT coefficients is commonly referred as pruning. In this paper we propose a method to perform the pruning of the two-dimensional (2-D) DCT based on the algorithm proposed in E. Feig and S. Winograd (1992) for any number of low-frequency components.
Keywords
discrete cosine transforms; motion compensation; transform coding; video coding; DCT pruning algorithm; discrete cosine transform; motion compensated video coding standards; two-dimensional DCT; video random processes; Computational complexity; Discrete cosine transforms; Polynomials; Random processes; Signal processing algorithms; Telecommunication computing; Telecommunication standards; Two dimensional displays; Video coding; Video signal processing; 2D-DCT pruning; fast DCT; image; video coding;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing, 2005. ICIP 2005. IEEE International Conference on
Print_ISBN
0-7803-9134-9
Type
conf
DOI
10.1109/ICIP.2005.1530055
Filename
1530055
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