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feat: add ElasticBands #1156
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feat: add ElasticBands #1156
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Hi, @AtsushiSakai |
AtsushiSakai
requested changes
Feb 16, 2025
AtsushiSakai
approved these changes
Feb 17, 2025
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LGTM. Thank!!
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Reference issue
#411
What does this implement/fix?
compute_sdf_scipy
andcompute_udf_scipy
interfaces toMapping.DistanceMap
.Additional information
The ElasticBands algorithm utilizes distance map. The original distance map was implemented in Python for educational purposes, taking approximately 3 seconds to process a 500*500 map on my machine. In contrast,
scipy.ndimage.distance_transform_edt
(implemented in C) completes the task in about 0.05 seconds. Therefore, to improve efficiency, thecompute_sdf_scipy
andcompute_udf_scipy
interfaces were added toMapping.DistanceMap
.CheckList