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View upsampling optimization for mixed resolution 3D video coding
- Publication Year :
- 2015
-
Abstract
- 3D video is composed out of two or more, temporally synchronized, 2D video streams acquired at different camera poses and accompanied by geometrical information. In a mixed resolution 3D video stream, a subset of views is coded at reduced resolution. It has been shown in the literature that subjective quality of mixed resolution 3D video is close to that of full resolution 3D video. In order to improve the coding gain in mixed resolution coding scenario we present a new depth encoding method called view upsampling optimization. A novel depth distortion metric based on the performance of the depth-based super resolution is also presented. Finally, to improve the quality of the decoded video an improved depth-based super resolution method that uses view synthesis quality mapping is used for upsampling of low resolution views. The simulations, performed with the recently standardized MVC+D encoder, show that the proposed solution combined with the state of the art view synthesis distortion outperforms the anchor MVC+D coding scheme by 14.5 % of dBR on average for the total coded bitrate and by 17 % of dBR on average for the synthesized views. acceptedVersion
- Subjects :
- Computer science
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
02 engineering and technology
Upsampling
Artificial Intelligence
0202 electrical engineering, electronic engineering, information engineering
Computer vision
Motion compensation
business.industry
Applied Mathematics
020206 networking & telecommunications
113 Computer and information sciences
Coding tree unit
Scalable Video Coding
Computer Science Applications
Video compression picture types
View synthesis
Hardware and Architecture
Signal Processing
020201 artificial intelligence & image processing
Video denoising
Artificial intelligence
Multiview Video Coding
business
Software
Information Systems
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Accession number :
- edsair.doi.dedup.....69fa1aaca991b36746b4e1b45399db76