23 October 2000 Simplification of 3D skeletons using distance information
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Proceedings Volume 4117, Vision Geometry IX; (2000); doi: 10.1117/12.404833
Event: International Symposium on Optical Science and Technology, 2000, San Diego, CA, United States
Abstract
We present a method to simplify the structure of the surface skeleton of a 3D object, such that loss of information can be kept under control. Our approach is to prune surface border jaggedness by removing peripheral curves. The surface border is detected and all curves belonging to it are identified. Then, distance information is used to distinguish the short curves, whose voxels are possibly deleted, provided that the topology is not changed. Our method is simple, fast, and can be applied also to two-voxel thick surface skeletons. It prunes only curves which correspond to minor features of the object, without shortening the remaining more significant curves. The structure of the surface skeleton becomes significantly simplified. The simplified set can be used directly for shape representation, or as input to curve skeleton computation. If we extract the curve skeleton from the simplified set, its structure is more manageable than if the curve skeleton is obtained from the non-simplified set.
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Gunilla Borgefors, Ingela Nystroem, Gabriella Sanniti di Baja, Stina Svensson, "Simplification of 3D skeletons using distance information", Proc. SPIE 4117, Vision Geometry IX, (23 October 2000); doi: 10.1117/12.404833; https://doi.org/10.1117/12.404833
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3D image processing

Wave propagation

Image analysis

Shape analysis

Agriculture

Inspection

Vision geometry

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