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Scene-Aware Soccer Video QoE Assessment - A Compressed-Domain Approach

  • Fan Li
  • , Yixin Mei
  • , Ziyi Liu
  • , Pamela Cosman
  • Xi'an Jiaotong University
  • University of California at San Diego

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

The small screen of mobile devices and bandwidth limitations of communication networks greatly affect users' quality of experience (QoE), especially for soccer video, which is characterized by rapid movement and small objects. In this paper, a Compressed-domain Soccer Video Quality assessment Model (CSVQM) is proposed based on the fact that soccer video includes three distinct scene types, which cause different concerns for viewers. To reduce complexity and operate in real-time, all model parameters are derived from the compressed video stream without resorting to complete video decoding. The validation shows that CSVQM significantly outperforms conventional models in terms of accuracy, consistency, and complexity.

源语言英语
主期刊名2018 IEEE International Conference on Multimedia and Expo, ICME 2018
出版商IEEE Computer Society
ISBN(电子版)9781538617373
DOI
出版状态已出版 - 8 10月 2018
活动2018 IEEE International Conference on Multimedia and Expo, ICME 2018 - San Diego, 美国
期限: 23 7月 201827 7月 2018

出版系列

姓名Proceedings - IEEE International Conference on Multimedia and Expo
2018-July
ISSN(印刷版)1945-7871
ISSN(电子版)1945-788X

会议

会议2018 IEEE International Conference on Multimedia and Expo, ICME 2018
国家/地区美国
San Diego
时期23/07/1827/07/18

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