Title
Uncalibrated Active Affine Reconstruction Closing The Loop By Visual Servoing
Abstract
This paper presents a new approach to active affine reconstruction without an exact knowledge of the robot's kinematic model nor camera intrinsic parameters. Affine reconstruction from perspective image pairs is easy if the motion of the camera between the two images is a pure translation. If the robot is not well calibrated, a pure translation achieved with an open loop control would lead to a bias in the reconstruction. The problem can be solved by using a 2 1/2 D visual servoing technique in order to close the loop and control the camera trajectory. The affine reconstruction is equivalent to the estimation of the depths of the 3D points of the scene. Thus, affine reconstruction is very useful to implement several visual servoing approaches which need an estimation of the depths.
Year
DOI
Venue
2003
10.1109/IROS.2003.1250678
IROS 2003: PROCEEDINGS OF THE 2003 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS, VOLS 1-4
Keywords
Field
DocType
open loop systems,robot kinematics,image reconstruction,visual servoing
Iterative reconstruction,Computer vision,Kinematics,Affine reconstruction,Computer science,Robot kinematics,Artificial intelligence,Visual servoing,Robot,Open-loop controller,Trajectory
Conference
Citations 
PageRank 
References 
1
0.40
6
Authors
2
Name
Order
Citations
PageRank
Ezio Malis1132280.65
Patrick Rives225417.77