No-reference quality assessment for networked video via primary analysis of bit stream

Fuzheng Yang, Shuai Wan, Qingpeng Xie, Hong Ren Wu

科研成果: 期刊稿件文章同行评审

88 引用 (Scopus)

摘要

A no-reference (NR) quality measure for networked video is introduced using information extracted from the compressed bit stream without resorting to complete video decoding. This NR video quality assessment measure accounts for three key factors which affect the overall perceived picture quality of networked video, namely, picture distortion caused by quantization, quality degradation due to packet loss and error propagation, and temporal effects of the human visual system. First, the picture quality in the spatial domain is measured, for each frame, relative to quantization under an error-free transmission condition. Second, picture quality is evaluated with respect to packet loss and the subsequent error propagation. The video frame quality in the spatial domain is, therefore, jointly determined by coding distortion and packet loss. Third, a pooling scheme is devised as the last step of the proposed quality measure to capture the perceived quality degradation in the temporal domain. The results obtained by performance evaluations using MPEG-4 coded video streams have demonstrated the effectiveness of the proposed NR video quality metric.

源语言英语
文章编号5604300
页(从-至)1544-1554
页数11
期刊IEEE Transactions on Circuits and Systems for Video Technology
20
11
DOI
出版状态已出版 - 11月 2010

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