Title :
Fast disparity estimation for Multi-view plus depth video coding
Author :
Micallef, Brian W. ; Debono, Carl J. ; Far, Reuben A.
Author_Institution :
Dept. of Commun. & Comput. Eng., Univ. of Malta, Msida, Malta
Abstract :
Disparity estimation is used in Multi-view Video Coding (MVC) to remove the inter-view redundancies present in both color and depth multi-view video sequences. The standard H.264/MVC achieves high compression efficiency by deriving the optimal disparity vector through the exhaustive calculation of the Rate-Distortion cost function for all the possible search points. This makes disparity estimation highly computational expensive. This paper proposes an efficient technique that exploits both the multi-view and the epipolar geometries to determine the optimal search area, resulting in a reduction of search points and thus computations. Simulation results show that this technique can save up to 95% of the computational cost for disparity estimation, with negligible loss in coding efficiency for both the color and the depth multi-view video coding.
Keywords :
image sequences; telecommunication standards; video coding; H.264/MVC; epipolar geometries; fast disparity estimation; inter-view redundancies; multi-view plus depth video coding; rate-distortion cost function; video sequences; Computational efficiency; Diamond-like carbon; Encoding; Estimation; Geometry; Image color analysis; Video coding;
Conference_Titel :
Visual Communications and Image Processing (VCIP), 2011 IEEE
Conference_Location :
Tainan
Print_ISBN :
978-1-4577-1321-7
Electronic_ISBN :
978-1-4577-1320-0
DOI :
10.1109/VCIP.2011.6115905