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XLR (piXel Loss Rate): A Lightweight Indicator to Measure Video QoE in IP Networks | IEEE Journals & Magazine | IEEE Xplore

XLR (piXel Loss Rate): A Lightweight Indicator to Measure Video QoE in IP Networks


Abstract:

A novel Key Quality Indicator for video delivery applications, XLR (piXel Loss Rate), is defined, characterized, and evaluated. The proposed indicator is an objective mea...Show More

Abstract:

A novel Key Quality Indicator for video delivery applications, XLR (piXel Loss Rate), is defined, characterized, and evaluated. The proposed indicator is an objective measure that captures the effects of transmission errors in the received video, has a good correlation with subjective Mean Opinion Scores, and provides comparable results with state-of-the-art Full-Reference metrics. Moreover, XLR can be estimated using only a lightweight analysis on the compressed bitstream, thus allowing a No-Reference operational method. Therefore, XLR can be used for measuring the quality of experience without latency at any network location. Thus, it is a relevant tool for network planning, specially in new high-demanding scenarios. The experiments carried out show the outstanding performance of its linear-dimension score and the reliability of the bitstream-based estimation.
Published in: IEEE Transactions on Network and Service Management ( Volume: 17, Issue: 2, June 2020)
Page(s): 1096 - 1109
Date of Publication: 13 March 2020

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