JOURNAL ARTICLE

A quaternion formulation for homography-based visual servo control

Abstract

Previous homography-based visual servo controllers have been developed using an error system that contains a singularity resulting from the representation of the rotation matrix. For some aerospace applications such as visual servo control of satellites or air vehicles, the singularity introduced by the rotation representation may be restrictive. To eliminate this singularity, a homography-based visual servo controller is developed in this paper based on an error system composed of the unit quaternion representation. The proposed adaptive controller regulates a camera to a desired position and orientation that is determined from a desired image. A quaternion-based Lyapunov function is developed to facilitate the control design and the stability analysis

Keywords:
Quaternion Homography Visual servoing Control theory (sociology) Computer science Representation (politics) Computer vision Rotation (mathematics) Lyapunov function Servo control Servo Controller (irrigation) Orientation (vector space) Artificial intelligence Singularity Control engineering Mathematics Engineering Image (mathematics) Control (management) Geometry Physics

Metrics

29
Cited By
5.44
FWCI (Field Weighted Citation Impact)
35
Refs
0.96
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
Robotics and Sensor-Based Localization
Physical Sciences →  Engineering →  Aerospace Engineering
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