Subsampling a 2D point cloud

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saeed mafipour
saeed mafipour on 11 Jan 2021
Edited: saeed mafipour on 11 Jan 2021
I have a 2D point cloud and want to subsample it to lower number of points. I know that we have methods like uniform grid, random sub-sampling and octree. But how can I use them in the case of 2D data?
what would be the fastest way; can i use KNN algorithm in this case ?
I prefer to not use the available functions as much as possible.

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