DocumentCode :
56358
Title :
Reducing 3D video coding complexity through more efficient disparity estimation
Author :
Micallef, Brian W. ; Debono, Carl J. ; Farrugia, Reuben A.
Author_Institution :
Dept. of Commun. & Comput. Eng., Univ. of Malta, Msida, Malta
Volume :
60
Issue :
1
fYear :
2014
fDate :
Feb-14
Firstpage :
74
Lastpage :
82
Abstract :
3D video coding for transmission exploits the Disparity Estimation (DE) to remove the inter-view redundancies present within both the texture and the depth map multi-view videos. Good estimation accuracy can be achieved by partitioning the macro-block into smaller subblocks partitions. However, the DE process must be performed on each individual sub-block to determine the optimal mode and their disparity vectors, in terms of rate-distortion efficiency. This vector estimation process is heavy on computational resources, thus, the coding computational cost becomes proportional to the number of search points and the inter-view modes tested during the rate-distortion optimization. In this paper, a solution that exploits the available depth map data, together with the multi-view geometry, is proposed to identify a better DE search area; such that it allows a reduction in its search points. It also exploits the number of different depth levels present within the current macro-block to determine which modes can be used for DE to further reduce its computations. Simulation results demonstrate that this can save up to 95% of the encoding time, with little influence on the coding efficiency of the texture and the depth map multi-view video coding. This makes 3D video coding more practical for any consumer devices, which tend to have limited computational power.
Keywords :
image texture; video coding; 3D video coding complexity reduction; depth map data; disparity estimation; disparity vector; image depth; image texture; interview redundancy; multiview geometry; multiview video; optimal mode; search point reduction; vector estimation; Computational efficiency; Encoding; Estimation; Three-dimensional displays; Vectors; Video coding; Voltage control; 3D video coding; disparity estimation; fast disparity estimation; fast mode selection; multi-view video coding;
fLanguage :
English
Journal_Title :
Consumer Electronics, IEEE Transactions on
Publisher :
ieee
ISSN :
0098-3063
Type :
jour
DOI :
10.1109/TCE.2014.6780928
Filename :
6780928
Link To Document :
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