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Light Field Image Compression Scheme Based on MVD Coding Standard
- Source :
- Advances in Multimedia Information Processing – PCM 2017 ISBN: 9783319773797, PCM (1)
- Publication Year :
- 2018
- Publisher :
- Springer International Publishing, 2018.
-
Abstract
- In this paper, we propose a new Light Field Image (LFI) compression scheme based on Multiview Video plus Depth (MVD) coding architecture. Through LF function analysis, we preliminarily estimate depth map according to the concept of Epipolar Plane Image (EPI). Such a rough estimation causes some error pixels within initial depth map, so we design a weighting mean filter to smooth the inaccurate region. The final estimated depth maps can be encoded by MVD coding standard jointly with a small number of viewpoint images in LFI, so as to improve compression efficiency of LFI. Ultimately, massive experiments are conducted on 4 LFIs to verify the effectiveness of the proposed compression scheme. The simulated results demonstrate that our LFI compression scheme can achieve a high LFI compression performance and outperform the-state-of-art coding solution.
- Subjects :
- Pixel
Computer science
Epipolar geometry
020206 networking & telecommunications
02 engineering and technology
A-weighting
Depth map
0202 electrical engineering, electronic engineering, information engineering
Median filter
020201 artificial intelligence & image processing
Algorithm
Light field
Image compression
Coding (social sciences)
Subjects
Details
- ISBN :
- 978-3-319-77379-7
- ISBNs :
- 9783319773797
- Database :
- OpenAIRE
- Journal :
- Advances in Multimedia Information Processing – PCM 2017 ISBN: 9783319773797, PCM (1)
- Accession number :
- edsair.doi...........1c423cb01ff4ead9e47ce3b7099d70f8
- Full Text :
- https://doi.org/10.1007/978-3-319-77380-3_8