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Color-feature-based environmental synchronization in VR-aided teleoperation

机译:VR辅助远程操作中基于颜色特征的环境同步

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Abstract: In teleoperation situations where virtual environments are employed and fine operation is needed, it is crucial to dynamically keep the virtual environment consistent with the real remote environment. This is especially important when the remote site is at a great distance, such as in a space station, and therefore large time delays exist during the process of teleoperation. In this paper, we propose an automatic calibration method which dynamically determines the difference in 3D position and orientation between virtual and real environments by using a new color image matching technique which is based on gradients of both gray levels and color information. During the process of model building, significant color features in the real environment, either natural or specially prepared, are picked up and mapped onto the corresponding environment model positions. During the process of teleoperation, color images are taken by a camera mounted on a manipulator. These images are analyzed and features are extracted and matched with those in the model in real time. The 3D poses and positions of the camera in the real environment are calculated and then compared with those in the virtual environment in order to determine differences between them. Feature correspondences are determined based on color attributes and geometric relations. A simplified closed-form solution for 3D location of a 4-DOF mobile camera is given. Experimental results show the effectiveness of this dynamic calibration approach. !11
机译:摘要:在采用虚拟环境并需要精细操作的远程操作情况下,至关重要的是动态地使虚拟环境与真实的远程环境保持一致。当远程站点距离很远时(例如在空间站中),因此这尤其重要,因此在远程操作过程中会存在较大的时间延迟。在本文中,我们提出了一种自动校准方法,该方法通过使用基于灰度和颜色信息的梯度的新的彩色图像匹配技术来动态确定虚拟环境与真实环境之间的3D位置和方向差异。在模型构建过程中,会拾取真实环境中的自然或特殊准备的重要颜色特征,并将其映射到相应的环境模型位置。在遥控操作过程中,彩色图像由安装在操纵器上的摄像机拍摄。分析这些图像,并提取特征并与模型中的特征实时匹配。计算真实环境中摄像机的3D姿势和位置,然后将其与虚拟环境中的3D姿势和位置进行比较,以确定它们之间的差异。基于颜色属性和几何关系确定特征对应关系。给出了一种用于4自由度移动相机3D定位的简化封闭形式解决方案。实验结果证明了这种动态校准方法的有效性。 !11

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