Title
Inverse Kinematics Using Sequential Monte Carlo Methods
Abstract
In this paper we propose an original approach to solve the Inverse Kinematics problem. Our framework is based on Sequential Monte Carlo Methods and has the advantage to avoid the classical pitfalls of numerical inversion methods since only direct calculations are required. The resulting algorithm accepts arbitrary constraints and exhibits linear complexity with respect to the number of degrees of freedom. Hence, the proposed system is far more efficient for articulated figures with a high number of degrees of freedom.
Year
DOI
Venue
2008
10.1007/978-3-540-70517-8_1
AMDO
Keywords
DocType
Volume
arbitrary constraint,high number,linear complexity,inverse kinematics problem,classical pitfall,sequential monte carlo methods,articulated figure,original approach,numerical inversion method,direct calculation,inverse kinematics,degree of freedom
Conference
5098
ISSN
Citations 
PageRank 
0302-9743
7
0.50
References 
Authors
14
2
Name
Order
Citations
PageRank
Nicolas Courty142044.55
Elise Arnaud212610.05