Title :
SDTV Quality Assessment Using Energy Distribution of DCT Coefficients
Author :
Choi, Jung-Young ; Park, Ha-Joong ; Liu, Xingang ; Yoo, Kook-Yeol ; Jung, Ho-Youl
Author_Institution :
EECS, Yeungnam Univ., Gyeongsan
Abstract :
The VQM (Video Quality Measurement) scheme is a methodology that measures the difference of quality between the distorted video signal and the reference video signal. In this paper, we propose a novel video quality measurement method that extracts features in DCT (Discrete Cosine Transform) domain of H.263 SDTV. Main idea of the proposed method is to utilize the texture pattern and edge oriented information that is generated in DCT domain. For this purpose, the energy distribution of the reodered DCT coefficients is considered to obtain unique information of each video file. Then, we measure the difference of probability distribution of context information between original video and distorded one. The simulation results show that the proposed algorithm can represent correctly the video quality and give a high correlation with the video DMOS.
Keywords :
discrete cosine transforms; image sequences; video signal processing; DCT coefficients; H.263 SDTV; SDTV quality assessment; discrete cosine transform; distorted video signal; edge oriented information; energy distribution; reference video signal; texture pattern information; video quality measurement; Degradation; Discrete cosine transforms; Distortion measurement; Energy measurement; Humans; Probability distribution; Quality assessment; Software measurement; Video sequences; Visual system; Context Information; DCT; DMOS; SDTV; Significant Information;
Conference_Titel :
Embedded Software and Systems, 2008. ICESS '08. International Conference on
Conference_Location :
Sichuan
Print_ISBN :
978-0-7695-3287-5
DOI :
10.1109/ICESS.2008.80