DocumentCode
1754425
Title
Efficient Motion and Disparity Estimation Optimization for Low Complexity Multiview Video Coding
Author
Zhaoqing Pan ; Yun Zhang ; Sam Kwong
Author_Institution
Jiangsu Eng. Center of Network Monitoring, Nanjing Univ. of Inf. Sci. & Technol., Nanjing, China
Volume
61
Issue
2
fYear
2015
fDate
42156
Firstpage
166
Lastpage
176
Abstract
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.
Keywords
distortion; motion estimation; video coding; DIRECT mode decision algorithm; ME/DE process; ME/DE search window; ME/DE termination; RD performance degradation; advanced coding techniques; coded block pattern; computational complexity; disparity estimation; disparity estimation optimization; encoding time saving; low complexity multiview video coding; motion estimation optimization; multiple reference frames selection; multiview video coding; rate distortion cost; real-time video broadcasting; variable block-size motion estimation; Computational complexity; Correlation; Encoding; Prediction algorithms; Probability; Video coding; Early termination; disparity estimation (DE); motion estimation (ME); multiview video coding (MVC); optimal stopping theory;
fLanguage
English
Journal_Title
Broadcasting, IEEE Transactions on
Publisher
ieee
ISSN
0018-9316
Type
jour
DOI
10.1109/TBC.2015.2419824
Filename
7095565
Link To Document