High-efficient video compression for social multimedia distribution

被引:1
|
作者
Ji, Xiangyang [1 ]
Kwong, Sam [2 ]
Chen, Bo-Wei [3 ]
Rho, Seungmin [4 ]
机构
[1] Tsinghua Univ, Beijing 100084, Peoples R China
[2] City Univ Hong Kong, Hong Kong, Hong Kong, Peoples R China
[3] Princeton Univ, Dept Elect Engn, Princeton, NJ 08544 USA
[4] Sungkyul Univ, Dept Multimedia, Anyang, South Korea
来源
JOURNAL OF SUPERCOMPUTING | 2015年 / 71卷 / 06期
基金
美国国家科学基金会;
关键词
Video coding; DCT-like integer transform; All-zero blocks; Early detection; H.264/AVC; DCT COEFFICIENTS; PREDICTION; H.264; ALGORITHM; DECISION;
D O I
10.1007/s11227-014-1340-5
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
To reduce data transmission bandwidth and storage space, the compression of original video is a prerequisite for social multimedia content uploading and distribution. The paper proposes an efficient early detection algorithm of all-zero blocks to eliminate redundant computations in H.264/AVC video encoding. First, for DCT-like integer transforms, a general sufficient condition of early detection of all-zero blocks is given based on the sum of absolute differences of the prediction error block, which is a direct derivation of Sousa's method. Then, by analyzing the dynamic ranges of different frequency components, we further refine the sufficient condition of early detection of all-zero blocks for DCT-like integer transforms and apply it to and DCT-like integer transforms in H.264/AVC. Experimental results show that the proposed algorithm for early detection of all-zero blocks outperforms Sousa's method in complexity reduction, where computations in transform, quantization, inverse quantization and inverse transform are significantly reduced. In addition, the proposed general sufficient condition of early detection of all-zero blocks for H.264/AVC can also be easily extended to other forms of DCT-like integer transforms. As a result, better audience experience and more efficient analysis can be provided for social multimedia applications.
引用
收藏
页码:2138 / 2152
页数:15
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