DocumentCode :
2560929
Title :
The information in the direction of image flow
Author :
Brodsky, Tomas ; Fermüller, Cornelia ; Aloimonos, Yiannis
Author_Institution :
Comput. Vision Lab., Maryland Univ., College Park, MD, USA
fYear :
1995
fDate :
21-23 Nov 1995
Firstpage :
461
Lastpage :
466
Abstract :
If instead of the full motion field, we consider only the direction of the motion field due to a rigid motion, what can we say about the information regarding the three-dimensional motion? In this paper it is shown that considering as the imaging surface the whole sphere, independently of the scene in view, two different rigid motions cannot give rise to the same directional motion field. If we restrict the image to half of a sphere (or an infinitely large image plane) two different rigid motions with instantaneous translational and rotational velocities (t1, ω1) and (t2, ω2) cannot give rise to the same directional motion field unless the plane through t1 and t2 is perpendicular to the plane through ω1 and ω2 (i.e., (t1×t2)·(ω1 ×ω2)=0). In addition, in order to give a practical significance to these uniqueness results for the case of a limited field of view we also characterize the locations on the image where the motion vectors due to the different motions must have different directions. If (ω1×ω2)·(t1 ×t2)=0 and certain additional constraints are met, then the two rigid motions could produce motion fields with the same direction. For this to happen the depth of each corresponding surface has to be within a certain range, defined by a second and a third order surface
Keywords :
image sequences; motion estimation; image flow; imaging surface; motion field; motion vectors; rigid motion; rigid motions; three-dimensional motion; Automation; Cameras; Computer vision; Educational institutions; Image motion analysis; Laboratories; Layout; Motion analysis; Motion estimation; Optical imaging;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Vision, 1995. Proceedings., International Symposium on
Conference_Location :
Coral Gables, FL
Print_ISBN :
0-8186-7190-4
Type :
conf
DOI :
10.1109/ISCV.1995.477071
Filename :
477071
Link To Document :
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