DocumentCode
2434745
Title
Study on uncalibrated algorithm for dynamic visual servoing system
Author
Li, Liu
Author_Institution
Coll. of Manage., Harbin Univ. of Commerce, Harbin, China
fYear
2011
fDate
8-11 Jan. 2011
Firstpage
1340
Lastpage
1344
Abstract
In order to calibrate cameras and robot models precisely in industrial practice, a novel dynamic uncalibrated eye-in-hand visual servoing system to track a moving target is proposed. The method does not require calibration of camera and robot kinematic models. Visual serving algorithm to track dynamic image is developed through minimizing nonlinear objective function. Because the large residual is not approximated in dynamic environment and the change of composite image Jacobian with time increment can´t be computed in visual servoing system now, large residuals are dynamic approximated and the change of composite image Jacobian at each iterative step is computed. Simulation results demonstrate the validity of these approaches.
Keywords
calibration; cameras; robot dynamics; robot kinematics; robot vision; target tracking; visual servoing; camera calibration; composite image Jacobian; dynamic image tracking; dynamic uncalibrated eye-in-hand visual servoing system; dynamic visual servoing system; iterative step; moving target; robot kinematic model; robot model; uncalibrated algorithm; visual servoing algorithm; Cameras; Estimation; Heuristic algorithms; Jacobian matrices; Visual servoing; dynamic target; eye-in-hand; kinematic model; visual servoing;
fLanguage
English
Publisher
ieee
Conference_Titel
Management Science and Industrial Engineering (MSIE), 2011 International Conference on
Conference_Location
Harbin
Print_ISBN
978-1-4244-8383-9
Type
conf
DOI
10.1109/MSIE.2011.5707673
Filename
5707673
Link To Document