Title :
Tracking objects using recovered physical motion parameters
Author :
Zhang, Yong ; Goldgof, Dmitry B. ; Sarkar, Sudeep ; Tsap, Leonid V.
Author_Institution :
Dept. of Comput. Sci. & Eng., Univ. of South Florida, Tampa, FL, USA
Abstract :
This paper presents a physical model-based method for recovering and tracking nonrigid motion of elastic objects. The proposed method recovers the motion in terms of actual physical parameters (Young´s modulus) that characterize the dynamics of the objects. The tracking scheme synthesizes the motion of the points inside the object from the boundary observations, constrained by the physical parameters. Experiments on three image sequences show that using the recovered physical parameters as constraints can greatly improve the tracking quality.
Keywords :
Young´s modulus; elasticity; image motion analysis; image sequences; object detection; target tracking; Young´s modulus; boundary observations; elastic object tracking; image sequences; motion synthesis; nonrigid motion; object dynamics; physical model-based method; physical parameters; recovered physical motion parameters; tracking quality; Biological system modeling; Computational complexity; Computer science; Frequency estimation; Image sequences; Kinematics; Laboratories; Scientific computing; Shape; Tracking;
Conference_Titel :
Pattern Recognition, 2002. Proceedings. 16th International Conference on
Print_ISBN :
0-7695-1695-X
DOI :
10.1109/ICPR.2002.1048224