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Disparity estimation with disparity field correlation and epipolar geometry constraint for multiview video coding
- Source :
- 2011 2nd International Conference on Intelligent Control and Information Processing.
- Publication Year :
- 2011
- Publisher :
- IEEE, 2011.
-
Abstract
- Disparity estimation plays an important role in multiview video coding to eliminate inter-view redundancy with the cost of high computational complexity. In this paper, a fast disparity estimation has been proposed for low complexity multiview video coding utilizing the disparity field's correlation and epipolar geometry. The spatial-temporal correlation of disparity field is exploited to select the search center and rough searching range firstly. Then, the searching range is further confined according to the information of epipolar geometry. The experimental results show that 58% reduction in coding time has been achieved compared with the original fast-search algorithm in MVC reference software with negligible degradation in rate-distortion performance.
- Subjects :
- Reference software
Computational complexity theory
business.industry
Epipolar geometry
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
Correlation
Low complexity
Motion estimation
Computer vision
Artificial intelligence
Multiview Video Coding
business
Mathematics
Coding (social sciences)
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2011 2nd International Conference on Intelligent Control and Information Processing
- Accession number :
- edsair.doi...........4a462a84fe6c5e1dbcea9611908aeea4