Title :
Fast view interpolation of stereo images using image gradient and disparity triangulation
Author :
Park, JoonHong ; Park, Hyun Wook
Author_Institution :
Dept. of Electr. Eng., Korea Adv. Inst. of Sci. & Technol., Seoul, South Korea
Abstract :
The 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 and 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. To construct the intermediate-view images, Delaunay triangulation and image warping are performed. The experimental results show that the proposed algorithm is fast and overcomes the drawbacks of previous methods.
Keywords :
image classification; image matching; interpolation; mesh generation; stereo image processing; Delaunay triangulation; disparity triangulation; fast view interpolation; image gradient; image warping; intermediate-view images; matching errors; stereo images; Capacitive sensors; Computational complexity; Image coding; Image generation; Image sequences; Interpolation; Layout; Paper technology; Three dimensional TV; Videos;
Conference_Titel :
Image Processing, 2003. ICIP 2003. Proceedings. 2003 International Conference on
Print_ISBN :
0-7803-7750-8
DOI :
10.1109/ICIP.2003.1246978