Robust Hausdorff distance
The original Hausdorff distance (HD) is highly sensitive to outliers and noise. In particular, under these undesirable conditions, HD usually overestimates the distance between pairs of point sets. In this submission, a technique is proposed to overcome the challenge. We have proposed kernels that remove erroneous data while promoting higher accuracy of the HD. To run the codes, you can easily run the files demoMain.m, contained in the parent directory, and demoCompare.m, contained in the directory ../Comparisons (MHD Vs RHD).
A manuscript for this submission has been submitted to the Journal of Pattern Recognition for consideration.
引用格式
Baraka Maiseli (2024). Robust Hausdorff distance (https://www.mathworks.com/matlabcentral/fileexchange/62082-robust-hausdorff-distance), MATLAB Central File Exchange. 检索来源 .
MATLAB 版本兼容性
平台兼容性
Windows macOS Linux类别
标签
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!RobustHausdorffDistance/
RobustHausdorffDistance/Codes/
RobustHausdorffDistance/Comparisons (MHD Vs RHD)/
版本 | 已发布 | 发行说明 | |
---|---|---|---|
1.0 |
|