A Reduced-Reference Video Quality Assessment Method Based on the Activity-Difference of DCT Coefficients

Wyllian B. da SILVA  Keiko V. O. FONSECA  Alexandre de A. P. POHL  

Publication
IEICE TRANSACTIONS on Information and Systems   Vol.E96-D   No.3   pp.708-718
Publication Date: 2013/03/01
Online ISSN: 1745-1361
DOI: 10.1587/transinf.E96.D.708
Print ISSN: 0916-8532
Type of Manuscript: PAPER
Category: Image Processing and Video Processing
Keyword: 
DCT,  reduced-reference metric,  video quality assessment,  

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Summary: 
A simple and efficient reduced-reference video quality assessment method based on the activity-difference of DCT coefficients is proposed. The method provides better accuracy, monotonicity, and consistent predictions than the PSNR full-reference metric and comparable results with the full-reference SSIM. It also shows an improved performance to a similar VQ technique based on the calculation of the pixel luminance differences performed in the spatial-domain.