Title :
Perceptual Video Quality Metric for 3D video quality assessment
Author :
Joveluro, P. ; Malekmohamadi, H. ; Fernando, W.A.C. ; Kondoz, A.M.
Author_Institution :
I-Lab. Multimedia Commun. Res., Univ. of Surrey, Guildford, UK
Abstract :
One method of evaluating the quality of stereoscopic video is the use of conventional two dimensional (2D) objective metrics. Metrics with good representation of the Human Visual System (HVS) will present more accurate evaluation. In this paper we propose a perceptual based objective metric for 2D videos for 3D video quality evaluation. The proposed Perceptual Quality Metric (PQM) shows better results for 3D video quality evaluation and outperforms the Video Quality Metric (VQM); as it is sensitive to slight changes in image degradation and error quantification starts at pixel level right up to the sequence level. Verifications are done through series of subjective tests to show the level of correlation of PQM and user scores.
Keywords :
matrix algebra; stereo image processing; video signal processing; visual communication; 2D objective metrics; 3D video quality assessment; HVS; PQM; VQM; error quantification; human visual system; image degradation; perceptual video quality metric; stereoscopic video; Automatic voltage control; Cameras; Humans; Image coding; PSNR; Quality assessment; Video codecs; Video coding; Video compression; Visual system; Human Visual System; objective quality metric; stereoscopic video coding; subjective assessment;
Conference_Titel :
3DTV-Conference: The True Vision - Capture, Transmission and Display of 3D Video (3DTV-CON), 2010
Conference_Location :
Tampere
Print_ISBN :
978-1-4244-6377-0
Electronic_ISBN :
978-1-4244-6378-7
DOI :
10.1109/3DTV.2010.5506331