101. Light field compression by superpixel based filtering and pseudo-temporal reordering
- Author
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Thorsten Herfet and Harini Priyadarshini Hariharan
- Subjects
Computer science ,Gaussian ,02 engineering and technology ,Filter (signal processing) ,Video processing ,Image segmentation ,Image (mathematics) ,Visualization ,symbols.namesake ,Compression (functional analysis) ,Bit rate ,0202 electrical engineering, electronic engineering, information engineering ,symbols ,020201 artificial intelligence & image processing ,Algorithm ,Light field - Abstract
In this paper we have addressed the topic of an evolutionary integration of light fields into standard image/video processing chains by pre-processing light fields with superpixel-based and structurally adaptive Gaussian pre-filters and circular pseudo-temporal sequencing to feed them into an HEVC-codec with low-delay predictive coding configuration. We could show significant bit rate reductions of up to 27% compared to pseudo-temporal sequencing without pre-processing. The paper includes experimental results showing that not only the perceived visual quality, but also the cornucopia of post-processing options is preserved.
- Published
- 2018
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