Fast view interpolation of stereo images using image gradient and disparity triangulation

被引:34
|
作者
Park, JH [1 ]
Park, HW [1 ]
机构
[1] Korea Adv Inst Sci & Technol, Dept Elect Engn, Yuseong Gu, Taejon 305701, South Korea
关键词
view interpolation; triangulation; disparity estimation; stereo image; image gradient;
D O I
10.1016/S0923-5965(03)00013-4
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper proposes a fast view interpolation method based on image gradient and disparity triangulation. The image gradient is used to select the node points for triangulation of the stereo image disparity. Subsequently, each node point is evaluated by its matching errors and cross correspondence of the disparity values. To model the abrupt changes of disparity on the object boundaries, new node points are added along the image gradient direction. In addition, some node points are removed by consideration of unreliable matching conditions such as occlusion, homogeneous regions, erroneous regions, etc. To construct the intermediate-view images, Delaunay triangulation of the stereo image disparity and image warping with the corresponding disparity are performed. The experimental results show that the proposed algorithm is fast and overcomes the drawbacks of previous methods that use triangular or rectangular patches. (C) 2003 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:401 / 416
页数:16
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