DocumentCode
3392077
Title
Experimental results for uncalibrated eye-in-hand visual servoing
Author
Piepmeier, Jenelle Armstrong
Author_Institution
US Naval Acad., Annapolis, MD, USA
fYear
2003
fDate
16-18 March 2003
Firstpage
335
Lastpage
339
Abstract
This paper investigates uncalibrated control schemes for vision-guided robotic tracking of a moving target using a moving camera. These control methods are applied to an uncalibrated robotic system with eye-in-hand visual feedback. Without a priori knowledge of the robot´s kinematic model or camera calibration, the system is able to track a moving object through a variety of motions and maintain the object´s image features in a desired position in the image plane. These control schemes estimate the system Jacobian as well as changes in target features due to target motion. Four novel strategies are tested.
Keywords
active vision; least squares approximations; optimisation; robot kinematics; robot vision; servomechanisms; tracking; Gauss-Newton method; eye-in-hand visual feedback; kinematic model; moving camera; moving target; nonlinear least squares optimization; robotic tracking; vision-guided tracking; visual servoing; Calibration; Cameras; Control systems; Feedback; Motion control; Motion estimation; Robot kinematics; Robot vision systems; Target tracking; Visual servoing;
fLanguage
English
Publisher
ieee
Conference_Titel
System Theory, 2003. Proceedings of the 35th Southeastern Symposium on
ISSN
0094-2898
Print_ISBN
0-7803-7697-8
Type
conf
DOI
10.1109/SSST.2003.1194586
Filename
1194586
Link To Document