On discontinuous optical flow

被引:0
作者
Beauchemin, SS
Barron, JL
机构
[1] Univ Penn, GRASP Lab, Philadelphia, PA 19104 USA
[2] Univ Western Ontario, London, ON N6A 5B7, Canada
来源
COMPUTERS AND ARTIFICIAL INTELLIGENCE | 2000年 / 19卷 / 03期
关键词
image motion; optical flow; Fourier transforms; aperture problem; non-Fourier motion;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Retinal image motion and optical flow as its approximation are fundamental concepts in the field of vision, perceptual and computational. However, the computation of optical flow remains a challenging problem as image motion includes discontinuities and multiple values mostly due to scene geometry, surface translucency and various photometric effects such as surface reflectance. In this contribution, we analyze image motion in the frequency space with respect to motion discontinuities and surface translucence. We derive, under models of constant and linear optical flow, the frequency structure of motion discontinuities due to occlusion and we demonstrate its various geometrical properties. The aperture problem is investigated and we show that the information content of an occlusion almost always disambiguates the velocity of an occluding signal suffering from the aperture problem.
引用
收藏
页码:255 / 283
页数:29
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