Title :
Occlusion refinement for stereo video using optical flow
Author :
Akimov, Dmitry ; Shestov, Alexey ; Voronov, Alexey ; Vatolin, Dmitriy
Author_Institution :
Dept. of Comput. Math. & Cybern., Lomonosov Moscow State Univ., Moscow, Russia
Abstract :
In various areas of processing video in 3D format the precise occlusion mask is highly required, for example for high quality stereo-to-multiview conversion with background restoration or in quality metrics for stereo video. Stereo occlusions detected by many of existing algorithms have problems with width, alignment with objects borders and smoothness. In this paper we propose a novel technique for occlusion mask refinement using Optical Flow. Constrains on occlusion width, position and smoothness are directly incorporated in our method. Experiments and tests on real video sequences demonstrate satisfactory results. This proves the effectiveness of the proposed technique.
Keywords :
computer graphics; computer vision; image restoration; image sequences; stereo image processing; video signal processing; 3D format; background restoration; high quality stereo-to-multiview conversion; object borders; object smoothness; occlusion mask refinement; occlusion width; optical flow; quality metrics; stereo image processing; stereo occlusion detection; stereo video; stereo vision; video processing; video sequences; Computer vision; Estimation; Image motion analysis; Motion pictures; Optical imaging; Three-dimensional displays; Vectors; Stereo vision; image analysis; stereo image processing;
Conference_Titel :
3D Imaging (IC3D), 2012 International Conference on
Conference_Location :
Lie??ge
DOI :
10.1109/IC3D.2012.6615127