Fermüller C, Aloimonos Y
Department of Computer Science, University of Maryland, College Park 20742-3275, USA.
Science. 1995 Dec 22;270(5244):1973-6. doi: 10.1126/science.270.5244.1973.
Measurements of retinal motion along a set of predetermined orientations on the retina of a moving system give rise to global patterns. Because the form and location of these patterns depend purely on three-dimensional (3D) motion, the effects of 3D motion and scene structure on image motion can be globally separated. The patterns are founded on easily derivable image measurements that depend only on the sign of image motion and do not require information about optical flow. The computational theory presented here explains how the self-motion of a system can be estimated by locating these patterns.
在一个运动系统的视网膜上,沿着一组预先确定的方向对视网膜运动进行测量会产生全局模式。由于这些模式的形式和位置仅取决于三维(3D)运动,因此3D运动和场景结构对图像运动的影响可以在全局上分离。这些模式基于易于推导的图像测量,这些测量仅取决于图像运动的符号,并且不需要光流信息。这里提出的计算理论解释了如何通过定位这些模式来估计系统的自身运动。