DocumentCode :
3461189
Title :
A novel algorithm for real-time pose determination and its iterative method
Author :
QIN, Lijuan ; Zhu, Feng
Author_Institution :
Shenyang Inst. of Autom., Chinese Acad. of Sci., Shenyang
fYear :
2006
fDate :
20-23 Aug. 2006
Firstpage :
26
Lastpage :
30
Abstract :
We present a new method for determining object pose with respect to the camera by the images of three 3D lines and the geometric constraints of three 3D lines. The object model we use are three non-coplanar lines which intersect at two points. The advantage of this method is its mathematical expression is easy and the expression is easy to solve. As for this method, we introduce a solution method which is based on the geometry and step acceleration method. This solution method avoids the optimization process of complex non-linear equations set so as to assure the real-time characteristic of the system. Especially, we provide a detailed account of the computational aspects and the solution process of this method. At last, the simulation results which demonstrate our method works fast and robust are presented.
Keywords :
computer vision; iterative methods; pose estimation; complex nonlinear equations; iterative method; mathematical expression; noncoplanar lines; real-time pose determination; Acceleration; Cameras; Computational modeling; Geometry; Iterative algorithms; Iterative methods; Nonlinear equations; Optimization methods; Real time systems; Robustness; Geometric constraints; Line fetures; Pose; Step acceleration method;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Acquisition, 2006 IEEE International Conference on
Conference_Location :
Shandong
Print_ISBN :
1-4244-0528-9
Electronic_ISBN :
1-4244-0529-7
Type :
conf
DOI :
10.1109/ICIA.2006.306018
Filename :
4097951
Link To Document :
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