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Access point cloud data for scene recognition

Is there anyway of accessing the underlying point cloud data for a scene recognition? My use case is that I have a model of the scene I am recognising. I want to align my model with the point cloud so that I can use it for occlusion. I have methods of aligning the two point clouds, but I need access to the 3d point data in order to access it.
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