Interview rate distortion analysis-based coarse to fine bit allocation algorithm for 3-D video coding

Hui YUAN, Sam KWONG, Chuan GE, Xu WANG, Yun ZHANG

Research output: Journal PublicationsJournal Article (refereed)peer-review

11 Citations (Scopus)

Abstract

In three dimensional video coding (3-DVC), it is reasonable to allocate bits for texture videos and depth maps differently as the characteristic of texture videos is different with that of depth maps. In order to improve the accuracy of bit allocation performance for 3-DVC, a more accurate distortion model for virtual view and rate models for texture videos and depth maps are proposed based on interview rate distortion analysis. Based on the proposed models, the bit allocation optimization problem is resolved by a coarse to fine strategy. The proposed bit allocation algorithm is implemented in the High Efficiency Video Coding-based 3-DVC platform version 6.0 (3-D-HTM 6.0). Experimental results demonstrate that the proposed distortion and rate models are accurate; meanwhile, the absolute difference (denoted as "rate inaccuracy") between the actual coding bit rate (RABR ) and the target coding bit rate (RTBR ) of the proposed method is only 2.67% on average; while the rate inaccuracy of the existing planar model-based method is 17.71%. Besides, there is an average 29.68% complexity increment when comparing with the planar model-based method.
Original languageEnglish
Pages (from-to)614-625
JournalIEEE Transactions on Broadcasting
Volume60
Issue number4
DOIs
Publication statusPublished - 1 Dec 2014
Externally publishedYes

Funding

This work was supported in part by the National Natural Science Foundation of China under Grant 61201211, Grant 61272289, and Grant 61471348, in part by the Hong Kong Scholar Project under Grant XJ2012029, in part by the City University of Hong Kong Applied Research Grant 9667094, in part by the City University of Hong Kong Shenzhen Research Institute, Shenzhen, China, in part by the Ph.D. Programs Foundation, Ministry of Education of China under Grant 20120131120032, in part by the Excellent Youth Scientist Award Foundation of Shandong Province under Grant BS2012DX021, in part by the China Post-Doctoral Science Foundation Funded Project under Grant 2013M530320, in part by the China Post-Doctoral Special Foundation Funded Project under Grant 2012T50629, in part by the Shandong Post-Doctoral Innovation Project Fund under Grant 201203053, and in part by the Open Research Fund of Key Laboratory of Wireless Sensor Network and Communication under Grant 2013002.

Keywords

  • 3-D video coding
  • Bit allocation
  • Depth maps
  • Rate distortion analysis

Fingerprint

Dive into the research topics of 'Interview rate distortion analysis-based coarse to fine bit allocation algorithm for 3-D video coding'. Together they form a unique fingerprint.

Cite this