Title :
A perceptual quality metric for stereoscopic crosstalk perception
Author :
Xing, Liyuan ; You, Junyong ; Ebrahimi, Touradj ; Perkis, Andrew
Author_Institution :
Centre for Quantifiable Quality of Service in Commun. Syst. (Q2S)i, Norwegian Univ. of Sci. & Technol. (NTNU), Trondheim, Norway
Abstract :
Compared to metrics proposed to assess the quality of two-dimensional (2D) images, there are very few metrics devoted to quality assessment of stereoscopic presentations. Crosstalk is one of the most annoying distortions in the visualization stage of stereoscopic imaging technology. This paper proposes a perceptual quality metric which takes characteristics of stereoscopic images into account for predicting quality levels of crosstalk perception in stereoscopic images, based on an understanding of three main factors, crosstalk level, camera baseline and scene content. The experimental results demonstrate that the proposed metric has Pearson correlation of 87.7% when compared to the ground truth results from the subjective experiments on the crosstalk perception, which is much better than the traditional 2D metrics without integrating 3D depth information.
Keywords :
distortion; stereo image processing; distortions; perceptual quality metric; stereoscopic crosstalk perception; stereoscopic imaging technology; two-dimensional images; Cameras; Crosstalk; Image quality; Measurement; PSNR; Pixel; Three dimensional displays; Crosstalk perception; camera baseline; crosstalk level; perceptual quality metric; scene content;
Conference_Titel :
Image Processing (ICIP), 2010 17th IEEE International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-7992-4
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2010.5649402