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This function computes the Modified Hausdorff Distance (MHD) which is
proven to function better than the directed HD as per Dubuisson et al.
in the following work:
M. P. Dubuisson and A. K. Jain. A Modified Hausdorff distance for object
matching. In ICPR94, pages A:566-568, Jerusalem, Israel, 1994.
http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=576361
The function computed the forward and reverse distances and outputs the
minimum of both.
Format for calling function:
MHD = ModHausdorffDist(A,B);
where
MHD = Modified Hausdorff Distance.
A -> Point set 1
B -> Point set 2
No. of samples of each point set may be different but the dimension of
the points must be the same.
Cite As
Sasikanth (2026). Modified Hausdorff Distance (https://www.mathworks.com/matlabcentral/fileexchange/29968-modified-hausdorff-distance), MATLAB Central File Exchange. Retrieved .
Acknowledgements
Inspired by: Hausdorff Distance, Hausdorff Distance
General Information
- Version 1.1.0.0 (1.91 KB)
MATLAB Release Compatibility
- Compatible with any release
Platform Compatibility
- Windows
- macOS
- Linux
