Cross-dimensional quality assessment for low bitrate video

Guangtao Zhai, Weisi Lin, Jianfei Cai, Xiaokang Yang, Wenjun Zhang, Minoru Etoh

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

1 Citation (Scopus)

Abstract

In this paper, we address the problem of evaluating perceptual visual quality of compressed video under different settings for mobile communication. A 5-dimensional video feature space is constructed with the codec type, video content, frame size, frame rate and bitrate. The video quality assessment is formulated as a transformation between the multidimensional feature space and the quality space. Subject viewing tests for videos coded with H.263 and H.264 at different bitrates and spatial/temporal resolutions are performed. Based on statistical analysis, we find that the perceptual quality of the decoded video is affected by the encoder type, video content, bitrate, frame rate and frame size, in a descending order for significance. The methodology and findings in this paper designate new researching direction in video quality assessment and can be extended to other applications.

Original languageEnglish
Title of host publication2008 IEEE International Symposium on Circuits and Systems, ISCAS 2008
PublisherIEEE, Institute of Electrical and Electronics Engineers
Pages400-403
Number of pages4
ISBN (Print)9781424416844
DOIs
Publication statusPublished - 2008
Externally publishedYes
EventIEEE International Symposium on Circuits and Systems 2008 - Seattle, United States of America
Duration: 18 May 200821 May 2008
https://ieeexplore.ieee.org/xpl/conhome/4534149/proceeding (Proceedings)

Conference

ConferenceIEEE International Symposium on Circuits and Systems 2008
Abbreviated titleISCAS 2008
Country/TerritoryUnited States of America
CitySeattle
Period18/05/0821/05/08
Internet address

Keywords

  • Quality of service
  • Video quality assessment
  • Wireless video streaming

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