Title: Evaluation of 4D Light Field Compression Methods
Authors: Barina, David
Chlubna, Tomáš
Solony, Marek
Dlabaja, Drahomír
Zemčík, Pavel
Citation: WSCG 2019: full papers proceedings: 27. International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision, p. 55-61.
Issue Date: 2019
Publisher: Václav Skala - UNION Agency
Document type: conferenceObject
konferenční příspěvek
URI: http://hdl.handle.net/11025/35609
ISBN: 978-80-86943-37-4 (CD/-ROM)
ISSN: 2464–4617 (print)
2464-4625 (CD/DVD)
Keywords: světelné pole;plicní zobrazení;ztrátová komprese;změna zaměření obrazu
Keywords in different language: light field;plenoptic imaging;lossy compression;image refocusing
Abstract in different language: Light field data records the amount of light at multiple points in space, captured e.g. by an array of cameras or by a light-field camera that uses microlenses. Since the storage and transmission requirements for such data are tremendous, compression techniques for light fields are gaining momentum in recent years. Although plenty of efficient compression formats do exist for still and moving images, only a little research on the impact of these methods on light field imagery is performed. In this paper, we evaluate the impact of state-of-the-art image and video compression methods on quality of images rendered from light field data. The methods include recent video compression standards, especially AV1 and XVC finalised in 2018. To fully exploit the potential of common image compression methods on four-dimensional light field imagery, we have extended these methods into three and four dimensions. In this paper, we show that the four-dimensional light field data can be compressed much more than independent still images while maintaining the same visual quality of a perceived picture. We gradually compare the compression performance of all image and video compression methods, and eventually answer the question,"What is the best compression method for light field data?".
Rights: © Václav Skala - UNION Agency
Appears in Collections:WSCG 2019: Full Papers Proceedings

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