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Dense 3D Reconstruction method using Coplanarities and Metric Constraints for Line Laser Scanning

机译:使用共面性和度量约束进行线激光扫描的密集3D重建方法

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In this paper, we propose a novel method to achieve both dense 3D reconstruction of the scene and estimation of the camera intrinsic parameters by using coplanarities and other constraints (e.g. orthogonalities or parallelisms) derived from relations between planes in the scene and reflected curves of line lasers captured by a single camera. In our study, we categorize coplanarities in the scene into two types: implicit coplanarities, which can be observed as reflected curves of line lasers, and explicit coplanarities, which are, for example, observed as walls of a building. By using both types of coplanarities, we can construct simultaneous equations and can solve them up to four degrees of freedom. To upgrade the solution to the Euclidean space and estimate the camera intrinsic parameters, we can use metric constraints such as orthogonalities of the planes. Such metric constraints are given by, for example, observing the corners of rectangular boxes in the scene, or using special laser projecting device composed of two line lasers whose laser planes are configured to be perpendicular.
机译:在本文中,我们提出了一种新颖的方法,该方法可以通过使用场景中的平面与线的反射曲线之间的关系得出的共面性和其他约束条件(例如正交性或平行性)来实现场景的密集3D重构和相机固有参数的估计单个相机捕​​获的激光。在我们的研究中,我们将场景中的共面性分为两种类型:隐式共面性(可以观察为线激光的反射曲线)和显式共面性(例如,观察为建筑物的墙壁)。通过使用两种类型的共面性,我们可以构造联立方程,并可以求解多达四个自由度的方程。为了将解决方案升级到欧几里得空间并估计相机固有参数,我们可以使用度量约束,例如平面的正交性。例如,通过观察场景中矩形框的拐角,或使用由两行激光构成的特殊激光投影设备来给出这样的度量约束,所述两行激光的激光平面被配置为垂直。

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