Title :
A disparity map estimation algorithm for the three-dimensional swept volume display: Optical adaptive direction Normalized Cross-Correlation window
Author :
Wei Xu ; Boyu Si ; Chuanwei Sun ; Jingao Liu
Abstract :
This paper presents a disparity map estimation algorithm for the three-dimensional (3D) swept volume display based on multi-view stereo. In this paper, we first segment the interested object from row-aligned images by optical flow. Then the Normalized Cross-Correlation function and adaptive direction window are integrated for stereo correspondence, which means to use the direction window to fix boundary problems, statistical parameters to sparse texture issues, precise initial matching principle to repetitive texture troubles, image pyramids to the improvement of computation speed difficulties. The results show the robustness and efficiency of this algorithm.
Keywords :
estimation theory; image matching; image segmentation; image sequences; image texture; statistical analysis; stereo image processing; 3D swept volume display; computation speed difficulty improvement; disparity map estimation algorithm; image pyramids; initial matching principle; multiview stereo; object segmentation; optical adaptive direction normalized cross-correlation window; optical flow; repetitive texture troubles; row-aligned images; sparse texture issues; statistical parameters; stereo correspondence; three-dimensional swept volume display; Computer vision; Conferences; Image motion analysis; Optical imaging; Pattern recognition; Stereo vision; Three dimensional displays;
Conference_Titel :
Information Science and Technology (ICIST), 2012 International Conference on
Conference_Location :
Hubei
Print_ISBN :
978-1-4577-0343-0
DOI :
10.1109/ICIST.2012.6221711