Visually Servoed Suturing for Robotic Microsurgical Keratoplasty
Guanghua Zong, Yida Hu, Dazhai Li, Xuguang Sun
- Year
- 2006
- Citations
- 17
Abstract
The robotic system is developed to improve the effect of microsurgery for keratoplasty. The autonomous suturing should be qualified for the operational requirements of microsurgical keratoplasty. Poorly modeled mechanism of robotic micromanipulator and slight movements of surgical objective point are hindrance for precise position and orientation of end-needle. Visual servo control is available to overcome these obstacles. An appropriate scheme of robotic vision is proposed. On the basis of biological binocular vision, a feasible method of calibration and reconstruction for surgical microscope is adopted. The model parameters estimated by linear regression are evaluated for accuracy, stability and robustness. The visual servo control is applied for guiding robotic end-needle to reach the penetrating objective point. The visual servo control has look-and-move architecture based on image feature. The experimental results show that the robotic system for microsurgical keratoplasty can fulfil the surgical task of suturing penetration precisely
Keywords
Related papers
Statistical Learning Theory
Yuhai Wu, Vladimir Vapnik
1999
Artificial intelligence: a modern approach
1995
Applied Nonlinear Control
Jean-Jacques Slotine, Weiping Li
1991
A new optimizer using particle swarm theory
R.C. Eberhart, James Kennedy
2002