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Knowledge-Based Situation Interpretation for Context-Aware Augmented Reality in Dental Implant Surgery

机译:基于知识的情境解释牙科植入手术中的背景增强现实

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The objective of this research is to develop and evaluate a context-aware Augmented Reality system which niters content based on the local context of the surgical instrument. We optically track positions of the patient and the instrument and interpret this data to recognize the phase of the operation. Depending on the result, an appropriate visualization is generated and displayed. For the interpretation, we combine a rule-based, deductive approach and a case-based, inductive one. Both rely on a description-logic based ontology. In phantom experiments the system was used to support implant positioning in models of the mandible. It recognized the phase correctly and provided an appropriate visualization about 85% of the time. The knowledge-based concept for intraoperative assistance proved capable of generating useful visualizations in a timely manner. However, further work is necessary to improve accuracy and reduce the deviation from the actual and planned implant positions.
机译:本研究的目的是开发和评估基于外科仪器的本地背景的上下文的增强现实系统。我们光学追踪患者和仪器的位置,并解释该数据以识别操作的阶段。根据结果​​,生成并显示适当的可视化。对于解释,我们将基于规则的,演绎方法和基于案例的归纳组合结合。两者都依赖于基于描述逻辑的本体。在幻影实验中,系统用于支持下颌骨模型中的植入物定位。它正确地识别了该阶段,并提供了约85%的时间的适当可视化。基于知识的术语概念,证明能够及时地产生有用的可视化。然而,需要进一步的工作来提高准确性并降低与实际和计划的植入位置的偏差。

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