DocumentCode :
2299898
Title :
Iterative estimation of non-rigid motion based on relative elasticity
Author :
Smith, Philip W. ; Nandhakumar, N.
Author_Institution :
Dept. of Electr. Eng., Virginia Univ., Charlottesville, VA, USA
fYear :
1994
fDate :
11-12 Nov 1994
Firstpage :
206
Lastpage :
211
Abstract :
The vast majority of published research in motion has assumed that the imaged world moves in a rigid manner, even though this is an ill-posed assumption for recovering the motion parameters of many naturally occurring objects, such as clouds, plants, and animals. Unfortunately, if the rigidity of motion assumption is relaxed to allow deformation of motion, the problem of estimating the motion becomes severely underconstrained. In this paper, we define a model of deformable motion based on the concept of an object´s relative elasticity. We then use this novel concept to develop an iterative, linear technique to recover a description of the whole-body, as well as the sectional, motion of objects undergoing deformable transformations. The algorithm´s ability to perform the stated task is then verified by experiment
Keywords :
motion estimation; deformable motion; iterative estimation; motion parameters; nonrigid motion; relative elasticity; Animals; Clouds; Computer vision; Deformable models; Elasticity; Image motion analysis; Mathematical model; Motion analysis; Motion estimation; Robustness;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Motion of Non-Rigid and Articulated Objects, 1994., Proceedings of the 1994 IEEE Workshop on
Conference_Location :
Austin, TX
Print_ISBN :
0-8186-6435-5
Type :
conf
DOI :
10.1109/MNRAO.1994.346234
Filename :
346234
Link To Document :
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