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Calibration-free augmented reality

机译:免校准增强现实

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摘要

Camera calibration and the acquisition of Euclidean 3D measurements have so far been considered necessary requirements for overlaying three-dimensional graphical objects with live video. We describe a new approach to video-based augmented reality that avoids both requirements: it does not use any metric information about the calibration parameters of the camera or the 3D locations and dimensions of the environment's objects. The only requirement is the ability to track across frames at least four fiducial points that are specified by the user during system initialization and whose world coordinates are unknown. Our approach is based on the following observation: given a set of four or more noncoplanar 3D points, the projection of all points in the set can be computed as a linear combination of the projections of just four of the points. We exploit this observation by: tracking regions and color fiducial points at frame rate; and representing virtual objects in a non-Euclidean, affine frame of reference that allows their projection to be computed as a linear combination of the projection of the fiducial points. Experimental results on two augmented reality systems, one monitor-based and one head-mounted, demonstrate that the approach is readily implementable, imposes minimal computational and hardware requirements, and generates real-time and accurate video overlays even when the camera parameters vary dynamically.
机译:迄今为止,相机校准和欧几里得3D测量值的采集被认为是将三维图形对象与实况视频叠加的必要条件。我们描述了一种新的基于视频的增强现实方法,该方法避免了这两个要求:它不使用有关相机校准参数或环境对象的3D位置和尺寸的任何度量信息。唯一的要求是能够跨帧跟踪用户在系统初始化期间指定的并且其世界坐标未知的至少四个基准点。我们的方法基于以下观察:给定四个或更多非共面3D点的集合,可以将集合中所有点的投影计算为仅四个点的投影的线性组合。我们通过以下方式利用这一观察结果:以帧速率跟踪区域和颜色基准点;在非欧氏仿射参照系中表示虚拟对象,该虚拟对象允许将其投影计算为基准点投影的线性组合。在两个增强现实系统(一个基于监视器和一个头戴式)上的实验结果表明,该方法易于实施,对计算和硬件的要求最低,即使相机参数动态变化,也可以实时且准确地覆盖视频。

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