Title :
The efficiency of view synthesis prediction for 3D video coding: A spectral domain analysis
Author :
Yichen Zhang ; Ngai-Man Cheung ; Lu Yu
Author_Institution :
Inst. of Inf. & Commun. Eng., Zhejiang Univ., Hangzhou, China
Abstract :
We study the coding efficiency of view synthesis prediction (VSP) in 3D video coding. Our spectral domain analysis relates the power spectral density (PSD) of the VSP prediction error to the probability density function (pdf) of the warping error. Our analysis takes into account the warping error induced by (i) depth coding and (ii) rounding error at integer-pel, half-pel and quarter-pel warping accuracy. We also study the interaction between depth coding error and warping accuracy. Our model suggests that the coding gain with using higher warping accuracy diminishes as the depth coding error increases. Our analysis results are validated with empirical data.
Keywords :
error statistics; probability; spectral analysis; video coding; 3D video coding; PDF; PSD; VSP prediction error; coding gain; depth coding error; half-pel warping accuracy; integer pel warping accuracy; power spectral density; probability density function; quarter-pel warping accuracy; rounding error; spectral domain analysis; view synthesis prediction; warping error; Accuracy; Distortion; Encoding; Noise; Standards; Three-dimensional displays; Video coding; disparity error; power spectral density; view synthesis prediction; warping accuracy;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on
Conference_Location :
South Brisbane, QLD
DOI :
10.1109/ICASSP.2015.7178211