Ray-Space Motion Compensation for Lenslet Plenoptic Video Coding

被引:1
作者
Huu, Thuc Nguyen [1 ]
Duong, Vinh Van [1 ]
Yim, Jonghoon [1 ]
Jeon, Byeungwoo [1 ]
机构
[1] Sungkyunkwan Univ, Dept Elect & Comp Engn, Digital Media Lab DMLAB, Suwon 16410, South Korea
基金
新加坡国家研究基金会;
关键词
Plenoptic video; coding; compression; light field video; ray-space motion model; motion compensation; LIGHT-FIELD; COMPRESSION; PREDICTION;
D O I
10.1109/TIP.2022.3232216
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Plenoptic images and videos bearing rich information demand a tremendous amount of data storage and high transmission cost. While there has been much study on plenoptic image coding, investigations into plenoptic video coding have been very limited. We investigate the motion compensation (or so-called temporal prediction) for plenoptic video coding from a slightly different perspective by looking at the problem in the ray-space domain instead of in the conventional pixel domain. Here, we develop a novel motion compensation scheme for lenslet video under two sub-cases of ray-space motion, that is, integer ray-space motion and fractional ray-space motion. The proposed new scheme of light field motion-compensated prediction is designed such that it can be easily integrated into well-known video coding techniques such as HEVC. Experimental results compared to relevant existing methods have shown remarkable compression efficiency with an average gain of 20.03% and 21.76% respectively under "Low delayed B" and "Random Access" configurations of HEVC.
引用
收藏
页码:1215 / 1230
页数:16
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