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Showing 1 to 2 of 2 for “"Implicit Moving Least Squares"”.
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Signed distance registration for depth image sequence
… distance function and its gradient. Utilizing Implicit Moving Least Squares (IMLS) and our analysis, we propose a new algorithm that computes the registration of a set of points to the surface defined by the IMLS function of another set of points. We also propose a grid based implementation …
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Image restoration from noisy and limited measurements with applications in 3D imaging
… types of noise. In the proposed method, the Implicit Moving Least Squares (IMLS) method is employed to derive a more robust registration method which can deal with noisy point clouds. Given a good registration, information from multiple depth images can be integrated together to help reduce …