Title :
Non-Linear Beam Model for Tracking Large Deformations
Author :
Slobodan Ilic;Pascal Fua
Author_Institution :
Deutsche Telekom Laboratories, TUB, Germany. Slobodan.Ilic@tu-berlin.de
Abstract :
In this paper we investigate physics-based plane beam model, frequently used in mechanical and civil engineering, to track large non-linear deformations in images. Such models do not only contribute to robust and precise tracking, in the presence of clutter and partial occlusions, but also allow to compute the forces that produce observed deformations. We verify the correctness of the recovered forces by using them in a simulation and compare the results to the original image displacements. We apply this method to track deformations of the pole vault, the rat whiskers and the car antenna.
Keywords :
"Deformable models","Physics computing","Laboratories","Computer vision","Robustness","Computational modeling","Civil engineering","Design engineering","Material properties","Inverse problems"
Conference_Titel :
Computer Vision, 2007. ICCV 2007. IEEE 11th International Conference on
Print_ISBN :
978-1-4244-1630-1
Electronic_ISBN :
2380-7504
DOI :
10.1109/ICCV.2007.4408947