JOURNAL ARTICLE

Homography-based visual servo control via an uncalibrated camera

Abstract

A robust adaptive uncalibrated visual servo controller is proposed to asymptotically regulate a robot end- effector to a desired pose. A homography-based visual servo control approach is used to address the six degrees-of-freedom regulation problem. A high-gain robust controller is developed to asymptotically stabilize the rotation error, and an adaptive controller is developed to stabilize the translation error while compensating for the unknown depth information and intrinsic camera calibration parameters. A Lyapunov-based analysis is used to examine the stability of the developed controller.

Keywords:
Control theory (sociology) Homography Servo control Controller (irrigation) Computer science Computer vision Artificial intelligence Servo Robust control Lyapunov function Visual servoing Robot Lyapunov stability Adaptive control Servomotor Control system Mathematics Control (management) Engineering

Metrics

7
Cited By
1.18
FWCI (Field Weighted Citation Impact)
36
Refs
0.84
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Advanced Vision and Imaging
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Image and Video Stabilization
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Image Processing Techniques and Applications
Physical Sciences →  Engineering →  Media Technology
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