Updated Sat, 20 Oct 2018 17:31:48 +0000
Transforms a closed triangulated surface by displacing the vertices in the direction normal to the surface, up to a limit specified by the user as a "voxel size". This is meant to smooth out the blocky appearance of a segmented volume without over smoothing and aims to maintain the enclosed volume. As such even an unrestricted smoothing operation would not tend to shrink, but would rather gradually converge to a sphere of near identical volume. The function can also be used to make a triangulation more uniform (in terms of triangle size and shape), as tangential motion can be left unrestricted during the smoothing process. Normal and tangential motion can be allowed independently and it is indeed more accurate to process a surface separately for these 2 operations (smoothing and making it more uniform). More details in the function help.
Note that this function is quite new and there may be bugs, but it was successfully used on a surface obtained from a skull segmentation with isosurface, with over 100000 vertices.
The aim of this function was accuracy over speed, but it can be quite fast on small surfaces or if the voxel size is made slightly larger. A few iterations only may be required.
Marc Lalancette (2023). SurfaceSmooth (https://www.mathworks.com/matlabcentral/fileexchange/45416-surfacesmooth), MATLAB Central File Exchange. Retrieved .
MATLAB Release Compatibility
Platform CompatibilityWindows macOS Linux
- AI, Data Science, and Statistics > Curve Fitting Toolbox >
- MATLAB > Mathematics > Computational Geometry > Triangulation Representation >
- MATLAB > Graphics > 2-D and 3-D Plots > Surfaces, Volumes, and Polygons > Volume Visualization > Scalar Volume Data >
Inspired by: Volume of a surface triangulation
Inspired: Improved surface smooth
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