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Dynamic Super-Rays for Efficient Light Field Video Processing
- Source :
- BMVC 2018-29th British Machine Vision Conference, BMVC 2018-29th British Machine Vision Conference, Sep 2018, Newcastle upon Tyne, United Kingdom. pp.1-12, HAL
- Publication Year :
- 2018
- Publisher :
- HAL CCSD, 2018.
-
Abstract
- International audience; One challenging problem with light field video editing is the dreadful volume of data to process. Image and video processing frequently rely on over-segmentation methods to reduce the computational burden of subsequent editing tasks. In this paper, we present the first approach for video light field over-segmentation called dynamic super-rays, which can be seen as temporally and angularly consistent superpixels. Our algorithm is memory efficient and fast. The results show timing close to editing time by lever-aging GPU computational power.
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- BMVC 2018-29th British Machine Vision Conference, BMVC 2018-29th British Machine Vision Conference, Sep 2018, Newcastle upon Tyne, United Kingdom. pp.1-12, HAL
- Accession number :
- edsair.dedup.wf.001..43ff695fa842f52e2470c20f789b6998