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Efficient Content Adaptive Plenoptic Video Coding
- Source :
- IEEE Access, Vol 8, Pp 5797-5804 (2020)
- Publication Year :
- 2020
- Publisher :
- IEEE, 2020.
-
Abstract
- In this paper, a content adaptive coding method for plenoptic video is proposed to reduce both of the spatial and temporal redundancy. Based on the spatial correlations among subapertures, the plenoptic video is divided into two subaperture groups: the central view videos and the residual videos. Coding methods, multiview coding method based on spatial correlation(S-MVC) and multiview coding method based on temporal correlation(T-MVC), are adopted for residual videos according to correlation and residual energy analysis, while the central view videos are always encoded by S-MVC. Correlation analysis is performed first, and residual energy analysis is further performed if necessary. Coding the central view videos and the residual videos separately reduces bitstream, choosing different encoding methods for residual videos makes full use of the characteristics of different video content. Both the central view videos and the residual videos are compressed by MV-HEVC. The experimental results demonstrate that the proposed method outperforms a pseudo-sequence-based MVC method for plenoptic video by an average of 25.06% bitrate saving.
- Subjects :
- HEVC
Spatial correlation
General Computer Science
business.industry
Computer science
Plenoptic coding
General Engineering
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
adaptive
Content adaptive
Temporal correlation
MV-HEVC
Residual
Correlation
MVC
Correlation analysis
General Materials Science
Computer vision
Artificial intelligence
lcsh:Electrical engineering. Electronics. Nuclear engineering
content-based
Bitstream
business
lcsh:TK1-9971
Coding (social sciences)
Subjects
Details
- Language :
- English
- ISSN :
- 21693536
- Volume :
- 8
- Database :
- OpenAIRE
- Journal :
- IEEE Access
- Accession number :
- edsair.doi.dedup.....46ebf878e8acb36a59c0a8d296f19e71