Rate Control Algorithm of Wireless Video Based on Visual Saliency Map Model

被引:0
|
作者
Ruan Ruolin [1 ,2 ]
Hu Ruimin [2 ]
Li Zhongming [1 ]
Yin Liming [1 ]
机构
[1] Xianning Univ, Sch Elect & Informat Engn, Xianning 437100, Hubei Province, Peoples R China
[2] Wuhan Univ, Natl Engn Res Ctr Multimedia Software, Wuhan 430072, Hubei Province, Peoples R China
基金
中国国家自然科学基金;
关键词
human visual system; saliency map model; wireless video coding; rate control; H.264/AVC;
D O I
暂无
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
In order to further improve the efficiency of video compression, we introduce a perceptual characteristics of Human Visual System (HVS) to video coding, and propose a novel video coding rate control algorithm based on human visual saliency model in H264/AVC Firstly, we modifie Itti's saliency model. Secondly, target bits of each frame are allocated through the correlation of saliency region between the current and previous frame, and the complexity of each MB is modified through the saliency value and its Mean Absolute Difference (MAD) value. Lastly, the algorithm was implemented in JVT JM12.2. Simulation results show that, comparing with traditional rate control algorithm, the proposed one can reduce the coding bit rate and improve the reconstructed video subjective quality, especially for visual saliency region. It is very suitable for wireless video transmission.
引用
收藏
页码:105 / 110
页数:6
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