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Point Cloud to Depth Map

asked 2020-11-06 12:53:10 -0600

Can someone help me python code on how to map a non-uniform Point Cloud to a Depth Map? I've seen examples in C, but I haven't seen one in Python, so I was wondering if someone has an approach.

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how to map a non-uniform Point Cloud

please try to explain "non-uniform Point Cloud" in a better way

berak gravatar imageberak ( 2020-11-06 14:05:10 -0600 )edit

Please share the link to the working C++ code.

sjhalayka gravatar imagesjhalayka ( 2020-11-06 17:36:30 -0600 )edit

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answered 2020-11-23 11:12:31 -0600

hardikdava gravatar image

Hello, you can use opencv function cv::projectPoint. You have to give your point cloud as vector of 3D points, intrinsic matrix and distortion matrix which will give 2D points according to perspective geometry then if 2D points are inside your image size then save z value of respective point at projected point pixel value. Do this for every points of pointcloud at the end you will get your depth map.

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that's still a sparse array of points, not at all a "depth map"

berak gravatar imageberak ( 2020-11-23 11:22:46 -0600 )edit

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Asked: 2020-11-06 12:53:10 -0600

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Last updated: Nov 06 '20