[POSTER] A Step Closer To Reality: Closed Loop Dynamic Registration Correction in SAR

Hemal Naik, Federico Tombari, Christoph Resch, P. Keitler, Nassir Navab
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引用次数: 5

Abstract

In Spatial Augmented Reality (SAR) applications, real world objects are augmented with virtual content by means of a calibrated camera-projector system. A computer generated model (CAD) of the real object is used to plan the positions where the virtual content is to be projected. It is often the case that the real object deviates from its CAD model, this resulting in misregistered augmentations. We propose a new method to dynamically correct the planned augmentation by accommodating for the unknown deviations in the object geometry. We use a closed loop approach where the projected features are detected in the camera image and deployed as feedback. As a result, the registration misalignment is identified and the augmentations are corrected in the areas affected by the deviation. Our work is especially focused on SAR applications related to the industrial domain, where this problem is omnipresent. We show that our method is effective and beneficial for multiple industrial applications.
[海报]离现实更近一步:SAR闭环动态配准校正
在空间增强现实(SAR)应用中,现实世界的物体通过校准的摄像机-投影仪系统被增强为虚拟内容。使用真实物体的计算机生成模型(CAD)来规划虚拟内容要投影的位置。通常情况下,实际对象会偏离其CAD模型,从而导致错误注册的增强。我们提出了一种新的方法,通过适应未知的物体几何偏差来动态修正计划的增强。我们使用闭环方法,其中投影特征在相机图像中被检测到并作为反馈部署。结果,识别出配准不对准,并在受偏差影响的区域对增强进行校正。我们的工作特别集中在与工业领域相关的SAR应用上,这个问题无处不在。我们证明了我们的方法是有效的,并有利于多种工业应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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