Name
Title | ||
|---|---|---|
Shape segmentation using medial point clouds with applications to dental cast analysis |
Abstract | ||
|---|---|---|
We present an automatic surface segmentation method for dental cast scans based on the point density properties of the surface skeleton of such shapes. We produce quasi-flat segments separated by soft ridges, in contrast to classical surface segmentation methods that require sharp ridges. We compute the surface skeleton by a fast 3D skeletonization technique followed by its regularization using surface geodesics. We segment the resulting skeleton by a mean-shift approach and transfer the segmentation results back to the surface. We demonstrate our results on an industrial dental-cast segmentation application and several generic 3D shape models. |
Year | Venue | Keywords |
|---|---|---|
2014 | 2014 International Conference on Computer Vision Theory and Applications (VISAPP) | Dental Cast Analysis,Surface Segmentation,Medial Axes |
Field | DocType | Volume |
Surface reconstruction,Computer vision,Pattern recognition,Segmentation,Computer science,Ridge,Image segmentation,Regularization (mathematics),Skeletonization,Artificial intelligence,Point cloud,Geodesic | Conference | 3 |
Citations | PageRank | References |
2 | 0.36 | 25 |
Authors | ||
3 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Jacek Kustra | 1 | 36 | 3.59 |
| Andrei Jalba | 2 | 98 | 7.67 |
| Alexandru Telea | 3 | 1520 | 107.14 |