UVG dataset: 50/120fps 4K sequences for video codec analysis and development

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Abstract

This paper provides an overview of our open Ultra Video Group (UVG) dataset that is composed of 16 versatile 4K (3840×2160) test video sequences. These natural sequences were captured either at 50 or 120 frames per second (fps) and stored online in raw 8-bit and 10-bit 4:2:0 YUV formats. The dataset is published on our website (ultravideo.cs.tut.fi) under a non-commercial Creative Commons BY-NC license. In this paper, all UVG sequences are described in detail and characterized by their spatial and temporal perceptual information, rate-distortion behavior, and coding complexity with the latest HEVC/H.265 and VVC/H.266 reference video codecs. The proposed dataset is the first to provide complementary 4K sequences up to 120 fps and is therefore particularly valuable for cutting-edge multimedia applications. Our evaluations also show that it comprehensively complements the existing 4K test set in VVC standardization, so we recommend including it in subjective and objective quality assessments of next-generation VVC codecs.

Original languageEnglish
Title of host publicationMMSys 2020 - Proceedings of the 2020 Multimedia Systems Conference
PublisherACM
Pages297-302
Number of pages6
ISBN (Electronic)9781450368452
DOIs
Publication statusPublished - 27 May 2020
Publication typeA4 Article in a conference publication
EventACM Multimedia Systems Online Conference - Istanbul, Turkey
Duration: 8 Jun 202011 Jun 2020

Conference

ConferenceACM Multimedia Systems Online Conference
Country/TerritoryTurkey
CityIstanbul
Period8/06/2011/06/20

Keywords

  • high efficiency video coding (HEVC)
  • open dataset
  • raw video
  • ultra high definition (UHD)
  • versatile video coding (VVC)

Publication forum classification

  • Publication forum level 1

ASJC Scopus subject areas

  • Computer Graphics and Computer-Aided Design
  • Human-Computer Interaction
  • Software

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