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Bicubic 2d interpolation on an unregular grid

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Have only skimmed over the thread, for the triangulation part look at the delaunay alrorithm:

There are definitely implementations in CGAL and PCL
http://www.cgal.org/
http://www.pointclouds.org/

For the scattered data approximation part, you might have a look into RBF interpolation, that works well even for very sparse / clustered data:


Time to get some breakfast...


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