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

doi:10.1587/transinf.E96.D.708

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

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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.

Publication: IEICE TRANSACTIONS on Information Vol.E96-D No.3 pp.708-718

Publication Date: 2013/03/01

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Online ISSN: 1745-1361

DOI: 10.1587/transinf.E96.D.708

Type of Manuscript: PAPER

Category: Image Processing and Video Processing

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Wyllian B. da SILVA, Keiko V. O. FONSECA, Alexandre de A. P. POHL, "A Reduced-Reference Video Quality Assessment Method Based on the Activity-Difference of DCT Coefficients" in IEICE TRANSACTIONS on Information, vol. E96-D, no. 3, pp. 708-718, March 2013, doi: 10.1587/transinf.E96.D.708.
Abstract: 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.
URL: https://globals.ieice.org/en_transactions/information/10.1587/transinf.E96.D.708/_p

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@ARTICLE{e96-d_3_708,
author={Wyllian B. da SILVA, Keiko V. O. FONSECA, Alexandre de A. P. POHL, },
journal={IEICE TRANSACTIONS on Information},
title={A Reduced-Reference Video Quality Assessment Method Based on the Activity-Difference of DCT Coefficients},
year={2013},
volume={E96-D},
number={3},
pages={708-718},
abstract={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.},
keywords={},
doi={10.1587/transinf.E96.D.708},
ISSN={1745-1361},
month={March},}

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TY - JOUR
TI - A Reduced-Reference Video Quality Assessment Method Based on the Activity-Difference of DCT Coefficients
T2 - IEICE TRANSACTIONS on Information
SP - 708
EP - 718
AU - Wyllian B. da SILVA
AU - Keiko V. O. FONSECA
AU - Alexandre de A. P. POHL
PY - 2013
DO - 10.1587/transinf.E96.D.708
JO - IEICE TRANSACTIONS on Information
SN - 1745-1361
VL - E96-D
IS - 3
JA - IEICE TRANSACTIONS on Information
Y1 - March 2013
AB - 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.
ER -