Real-Time Reference-Free Video Quality Measurement for Multimedia Communication

In this paper, we proposed a reference-free (RF) objective measurement algorithm for the digital video signals of multimedia communication. With the statistical analysis, we utilized the important feature vectors (FVs) which have high relationships with the subjective perceptual quality of digital video sequences. After considering the fundamentality and force of these FVs, we combined them with different weighted coefficients to build an ideal video quality measurement algorithm. With our simulation results, the proposed method exhibits its significant function for video quality measurement (VQM). It can give a high correlation with the subjective perceptual video quality score. And because of its low computational complexity, it can be used to the real-time multimedia communication systems.

[1]  M. Ghanbari,et al.  IMPACT OF JITTER AND JERKINESS ON PERCEIVED VIDEO QUALITY , 2006 .

[2]  Xue Dong Yang,et al.  Existing and emerging image quality metrics , 2005, Canadian Conference on Electrical and Computer Engineering, 2005..

[3]  Ihor O. Kirenko,et al.  A no-reference blocking artifact measure for adaptive video processing , 2005, 2005 13th European Signal Processing Conference.

[4]  Zhou Wang,et al.  No-reference perceptual quality assessment of JPEG compressed images , 2002, Proceedings. International Conference on Image Processing.

[5]  Rudolf Mester,et al.  Signal and Noise Adapted Filters for Differential Motion Estimation , 2005, DAGM-Symposium.

[6]  Christian Viard-Gaudin,et al.  No Reference and Reduced Reference Video Quality Metrics for End to End QoS Monitoring , 2006, IEICE Trans. Commun..

[7]  K. Rijkse,et al.  H.263: video coding for low-bit-rate communication , 1996, IEEE Commun. Mag..

[8]  Eero P. Simoncelli,et al.  Image quality assessment: from error visibility to structural similarity , 2004, IEEE Transactions on Image Processing.

[9]  Stefan Winkler,et al.  A no-reference perceptual blur metric , 2002, Proceedings. International Conference on Image Processing.

[10]  Stefan Winkler,et al.  Perceptual blur and ringing metrics: application to JPEG2000 , 2004, Signal Process. Image Commun..

[11]  Hong Ren Wu,et al.  A novel objective no-reference metric for digital video quality assessment , 2005, IEEE Signal Processing Letters.

[12]  Tao Mei,et al.  Home Video Visual Quality Assessment With Spatiotemporal Factors , 2007, IEEE Transactions on Circuits and Systems for Video Technology.

[13]  R. Venkatesh Babu,et al.  NO-REFERENCE METRICS FOR VIDEO STREAMING APPLICATIONS , .

[14]  Itu-T Video coding for low bitrate communication , 1996 .

[15]  G. Blelloch Introduction to Data Compression * , 2022 .