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METHODS AND SYSTEMS FOR AUGMENTING DEPTH DATA FROM A DEPTH SENSOR, SUCH AS WITH DATA FROM A MULTIVIEW CAMERA SYSTEM

机译:用于从深度传感器增强深度数据的方法和系统,例如来自多视图相机系统的数据

摘要

Methods of determining the depth of a scene and associated systems are disclosed herein. In some embodiments, a method can include augmenting depth data of a scene captured with a depth sensor with depth data from one or more images of the scene. For example, the method can include capturing image data of the scene with a plurality of cameras. The method can further include generating a point cloud representative of the scene based on the depth data from the depth sensor and identifying a missing region of the point cloud, such as a region occluded from the view of the depth sensor. The method can then include generating depth data for the missing region based on the image data. Finally, the depth data for the missing region can be merged with the depth data from the depth sensor to generate a merged point cloud representative of the scene.
机译:本文公开了确定场景和相关系统的深度的方法。在一些实施例中,一种方法可以包括使用深度传感器捕获的场景的深度数据,其中来自场景的一个或多个图像的深度数据。例如,该方法可以包括用多个摄像机捕获场景的图像数据。该方法还可以包括基于来自深度传感器的深度数据生成场景的点云代表,并识别点云的缺失区域,例如从深度传感器的视图封闭的区域。然后,该方法可以包括基于图像数据生成缺失区域的深度数据。最后,可以与深度传感器的深度数据合并丢失区域的深度数据,以生成场景的合并点云。

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