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骨科虚拟手术的视觉与力觉融合交互算法

王清辉 方道鑫 池梓鹏 倪建龙 谢海龙 李静蓉 李春海

华南理工大学学报(自然科学版)2025,Vol.53Issue(9):76-85,10.
华南理工大学学报(自然科学版)2025,Vol.53Issue(9):76-85,10.DOI:10.12141/j.issn.1000-565X.250025

骨科虚拟手术的视觉与力觉融合交互算法

Visual and Haptic Interaction Algorithm for Orthopedic Virtual Surgery

王清辉 1方道鑫 2池梓鹏 2倪建龙 2谢海龙 3李静蓉 2李春海4

作者信息

  • 1. 华南理工大学 机械与汽车工程学院,广东 广州 510640||人工智能与数字经济广东省实验室(广州),广东 广州 510335
  • 2. 华南理工大学 机械与汽车工程学院,广东 广州 510640
  • 3. 华南理工大学 设计学院,广东 广州 510006
  • 4. 中山大学 孙逸仙纪念医院骨外科,广东 广州 510120
  • 折叠

摘要

Abstract

Real-time visual and precise haptic interaction algorithms are critical for achieving accurate"tactile sensation"in virtual surgical training.In order to reduce storage space,improve computational efficiency,accurately calculate cutting forces during bone milling,and balance the visual and haptic interaction effect,this paper proposed a visual and haptic interaction algorithm based on the Tri-dexel model.Firstly,the Tri-dexel model was employed to represent the bone and the surgical milling tool.Real-time geometric deformation during the virtual bone milling was achieved through boolean operations and rapid surface reconstruction algorithms.Secondly,by integrating the geometric parameters of the surgical milling tool,a haptic interaction model based on the micro-element cutting force was proposed.This model utilizes the boolean operation results between the bone and surgical milling tool to quickly and accurately solve the instantaneous undeformed chip thickness.Thirdly,the cutting force coefficients were identified and the haptic interaction model was validated through milling experiments to achieve haptic rendering.Finally,an orthopedic virtual surgical training system was built based on the above-mentioned algorithms,and the interaction algorithm was tested and evaluated experimentally.The results show that the predicted forces align with experimental measurements,with an average force error of less than 7%.The visual and haptic interactive algorithm satisfies a visual refresh rate of 30 Hz and a haptic refresh rate of 1 kHz.The developed orthopedic virtual surgical training system provides users with a highly immersive virtual bone milling training experience that can effectively improve users'hand-eye coordination.

关键词

虚拟手术/力反馈/力觉交互/Tri-dexel模型/切削力

Key words

virtual surgery/force feedback/haptic interaction/Tri-dexel model/cutting force

分类

信息技术与安全科学

引用本文复制引用

王清辉,方道鑫,池梓鹏,倪建龙,谢海龙,李静蓉,李春海..骨科虚拟手术的视觉与力觉融合交互算法[J].华南理工大学学报(自然科学版),2025,53(9):76-85,10.

基金项目

国家重点研发计划项目(2022YFB4500600) (2022YFB4500600)

广东省自然科学基金项目(2022A1515010100,2024A1515010140)Supported by the National Key R&D Program of China(2022YFB4500600)and the Natural Science Founda-tion of Guangdong Province(2022A1515010100,2024A1515010140) (2022A1515010100,2024A1515010140)

华南理工大学学报(自然科学版)

OA北大核心

1000-565X

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