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Efficient multiplier-less parametric integer approximate transform based on 16-points DCT for image compression
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DOI：10.1007/s11042-021-11348-3.png)
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摘要
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The Discrete Cosine Transform (DCT) is one of the major components in most image and video compression systems. In this paper, a novel approach for developing integer approximation of the two-dimension 8 points conventional DCT-II is introduced. The proposed method is based on 16 points DCT-II and rounding off operations. As result, we obtained multiplication-free 8-points approximation of conventional DCT-II, noted T-pa, with the parameter a = {1,2}, and its basic elements are {0, +/- 1, +/- 2}; no multiplication operations are required. These two transforms are the more efficient DCT approximations with a reduction in the term of complexity computation, requiring 24 additions and 2-bit shifts for a = 1 or 24 additions and 6-bit shifts for a = 2; no multiplication required. The comparative study carried-out to assess the performance of the proposed transform matrices against some popular existing ones using different quality measures, has shown that the proposed transforms outperform the state-of-the-art of DCT approximations at low and high bit rates, as well as providing a lower computational complexity. Therefore, the capability of proposed transforms matrices is improved in image compression application.
Keyword:
Image compression
DCT-II
Integer DCT
Integer approximation
JPEG
期刊
IF:
3
论文数:
2.0W
被引数:
3.2W
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