Video classification for video quality prediction

被引：7
作者：
Liu Y.-X. [1 ]
Kurceren R. [2 ]
Budhia U. [3 ]
机构：
[1] Sun Labs, Sun Microsystems Inc., Menlo Park
[2] Multimedia Technologies Laboratory, Nokia Research Center, Nokia Inc., Irving
[3] Mobilygen Corporation, Santa Clara
来源：
Journal of Zhejiang University: Science | 2006年 / 7卷 / 05期
关键词：
No-Reference; Quality of Service; Video classification; Video quality; Video streaming;
D O I：
10.1631/jzus.2006.A0919
中图分类号：
学科分类号：
摘要：
We propose a method for video quality prediction using video classification. In essence, our approach can serve two goals: (1) To measure the video quality of compressed video sequences without referencing to the original uncompressed videos, i.e., to realize No-Reference (NR) video quality evaluation; (2) To predict quality scores for uncompressed video sequences at various bitrates without actually encoding them. The use of our approach can help realize video streaming with ideal Quality of service (QoS). Our approach is a low complexity solution, which is specially suitable for application to mobile video streaming where the resources at the handsets are scarce.
引用
收藏
页码：919 / 926
页数：7
相关论文
共 8 条
  • [1] Cheng H., Lubin J., Reference-free objective quality metrics for mpeg coded video, Proceedings of SPIE International Conference on Human Vision and Electronic Imaging X, 5666, pp. 160-167, (2005)
  • [2] Advanced video coding for generic audiovisual services, (2003)
  • [3] In-service video quality measurement system using an arbitrary bandwidth ancillary data channel, (1999)
  • [4] A perception-based video quality measurement system, (1995)
  • [5] Perception-based audiovisual synchronization measurement system, (1997)
  • [6] Tan S.H., Pang K.K., Ngan K.N., Classified perceptual coding with adaptive quantization, IEEE Trans. on Circuits and Systems for Video Technology, 6, 4, pp. 375-388, (1996)
  • [7] Wang Z., Sheikh H.R., Bovik A.C., Objective video quality assessment, The Handbook of Video Databases: Design and Applications, pp. 1041-1078, (2003)
  • [8] Zhang Q., Zhu W.W., Zhang Y.Q., End-to-end QoS for video delivery over wireless Internet, Proceedings of the IEEE, 93, 1, pp. 123-134, (2005)
1