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Object-focused active three-dimensional reconstruction

机译:面向对象的主动三维重建

摘要

A method for guiding a robot equipped with a camera to facilitate three-dimensional (3D) reconstruction through sampling based planning includes recognizing and localizing an object in a two-dimensional (2D) image. The method also includes computing 3D depth maps for the localized object. A 3D object map is constructed from the depth maps. A sampling based structure is grown around the 3D object map and a cost is assigned to each edge of the sampling based structure. The sampling based structure may be searched to determine a lowest cost sequence of edges that may, in turn be used to guide the robot.
机译:一种用于指导装备有相机的机器人以通过基于采样的计划来促进三维(3D)重建的方法,该方法包括在二维(2D)图像中识别和定位对象。该方法还包括计算局部对象的3D深度图。根据深度图构建3D对象图。基于采样的结构围绕3D对象图生长,并且将成本分配给基于采样的结构的每个边缘。可以搜索基于采样的结构以确定边缘的最低成本序列,该最低成本序列可以进而用于引导机器人。

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