Unified part-patch segmentation of mesh shapes using surface skeletonsKoehoorn, J., Feng, C., Kustra, J., Jalba, A. & Telea, A., 1-Jan-2017, Skeletonization: Theory, Methods and Applications. HANLEY & BELFUS-ELSEVIER INC, p. 89-122 34 p.
Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review
Curve skeletons are well known for their ability to support part-based segmentation of 3D shapes. In contrast, surface skeletons have been only sparsely used for this task and, to our knowledge, only for voxel representations. We present here a method to use such surface skeletons to segment 3D meshes. For this, we extend a recent surface-skeleton-based method for part-based segmentation of voxel shapes  to efficiently handle high-resolution mesh shapes, on the one hand, and to compute part-based, patch-based, and hybrid part-and-patch segmentations, a result we refer to as unified segmentation. Our method can handle high-resolution 3D meshes with low memory and computational costs and produces segmentations that compare favorably with those delivered by other state-of-the-art methods. We demonstrate our method on a wide collection of both natural (articulated) and man-made (faceted) shapes.
|Title of host publication||Skeletonization|
|Subtitle of host publication||Theory, Methods and Applications|
|Publisher||HANLEY & BELFUS-ELSEVIER INC|
|Number of pages||34|
|Publication status||Published - 1-Jan-2017|
- Backprojecting, Cut-space partitioning, Hybrid part-and-patch segmentation, Part-based segmentation, Patch-based segmentation, Point-cloud representation, Shape segmentation, Surface skeletons