Efficient Motion and Disparity Estimation Optimization for Low Complexity Multiview Video Coding

被引:318
|
作者
Pan, Zhaoqing [1 ,2 ,3 ]
Zhang, Yun [3 ,4 ]
Kwong, Sam [3 ,5 ]
机构
[1] Nanjing Univ Informat Sci & Technol, Jiangsu Engn Ctr Network Monitoring, Nanjing 210044, Jiangsu, Peoples R China
[2] Nanjing Univ Informat Sci & Technol, Sch Comp & Software, Nanjing 210044, Jiangsu, Peoples R China
[3] City Univ Hong Kong, Dept Comp Sci, Hong Kong, Hong Kong, Peoples R China
[4] Chinese Acad Sci, Shenzhen Inst Adv Technol, Shenzhen 518055, Peoples R China
[5] City Univ Hong Kong, Shenzhen Res Inst, Shenzhen 51800, Peoples R China
基金
中国国家自然科学基金;
关键词
Early termination; optimal stopping theory; motion estimation (ME); disparity estimation (DE); multiview video coding (MVC); MODE DECISION;
D O I
10.1109/TBC.2015.2419824
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The use of variable block-size motion estimation (ME), disparity estimation (DE), and multiple reference frames selection aims to improve the coding efficiency of multiview video coding (MVC), however, this is at the cost of high computational complexity of these advanced coding techniques, which are not suitable for real-time video broadcasting applications. In this paper, we propose an efficient ME and DE algorithm for reducing the computational complexity of MVC. Firstly, according to the characteristics of the coded block pattern and rate distortion (RD) cost, an early DIRECT mode decision algorithm is proposed. Then, based on the characteristics of the initial search point in the ME/DE process and the observation that the best point is center-biased, an early ME/DE termination strategy is proposed. If the ME/DE early termination is not satisfied, the ME/DE search window will be reduced by applying the optimal theory. At last, two block matching search strategies are proposed to predict the best point for the ME/DE. Experimental results show that the proposed algorithm can achieve 50.05% to 77.61%, 64.83% on average encoding time saving. Meanwhile, the RD performance degradation is negligible. Especially, the proposed algorithm can be applied to not only the odd views but also the even views.
引用
收藏
页码:166 / 176
页数:11
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