Title :
Accurate video-quality estimation without video decoding
Author :
Yamada, Toru ; Yachida, Shoji ; Senda, Yuzo ; Serizawa, Masahiro
Abstract :
This paper proposes a video-quality estimation method which does not need video decoding. It takes into account error-concealment effectiveness and the location of video-quality degradation to estimate video-quality from only packet-header information. Error-concealment effectiveness is evaluated on the basis of motion-level information estimated by the data-size of each frame. The quality-degraded location in a frame is evaluated by the transmission-error timing. Experimental results show that a high correlation coefficient of 0.853 with a lower outlier ratio is achieved with the proposed method. The method is suitable for a low-complexity video-quality monitoring system in IPTV services due to its accurate video-quality estimation without video decoding.
Keywords :
error analysis; motion estimation; error-concealment effectiveness; low-complexity video-quality monitoring; motion-level information estimation; packet-header information; transmission-error timing; video-quality estimation; Computer errors; Cryptography; Decoding; Degradation; IPTV; Monitoring; Motion estimation; National electric code; Streaming media; Timing; IPTV; Packet header; Video-quality estimation;
Conference_Titel :
Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on
Conference_Location :
Dallas, TX
Print_ISBN :
978-1-4244-4295-9
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2010.5496285