Title :
Observer motion estimation and control from optical flow
Author :
Yu, Liangyin ; Dyer, Charles R.
Author_Institution :
Dept. of Comput. Sci., Wisconsin Univ., Madison, WI, USA
Abstract :
The information conveyed by optical flow is analytically linked to observer motion by decomposing the optical flow field into its vector field components. It is shown that the observer may recover his ego-motion by interpreting the decomposed optical flow field, and he may further utilize his mobility to actively control the shape of the optical flow field, which directly reflects the surface shape of the object. The information of surface geometry discontinuity can be derived more directly from optical flow field by segmenting the whole field. A new method for the segmentation is proposed here, which combines both the magnitude and phase parts of the optical flow. The integration of these two different kinds of information proves to be effective in making various surface geometry boundaries explicit
Keywords :
image segmentation; image sequences; motion control; motion estimation; surface topography; ego-motion; observer motion control; observer motion estimation; optical flow; surface geometry boundaries; surface geometry discontinuity; surface shape; vector field components; Geometrical optics; Image motion analysis; Information analysis; Information geometry; Motion analysis; Motion control; Motion estimation; Optical control; Optical devices; Shape control;
Conference_Titel :
Image Processing, 2001. Proceedings. 2001 International Conference on
Conference_Location :
Thessaloniki
Print_ISBN :
0-7803-6725-1
DOI :
10.1109/ICIP.2001.958650