We introduce the notion of oriented charges to compute distance fields from unorganized point clouds. Unlike traditional implicit function methods that usually require normal information, our approach only uses information about the position of the samples. Our approach is adaptive, using an octree to reorganize the input points, thus avoiding difficulties often associated with the use of local distance fields. The resulting representation is simple, efficient and general in the sense that it handles complex models of arbitrary topology, is robust in the presence of noise and fills holes automatically.
Surface reconstruction using oriented charges
International 2005 Computer Graphics ; 122-128
2005-01-01
1577762 byte
Conference paper
Electronic Resource
English
Surface Reconstruction Using Oriented Charges
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