Invention Application
US20110012898A1 Global Registration of Multiple 3D Point Sets Via Optimization on a Manifold 有权
通过在一个歧管上优化的多个3D点集的全局注册

Global Registration of Multiple 3D Point Sets Via Optimization on a Manifold
Abstract:
A method for registering multiple 3D point sets by determining optimal relative positions and orientations of the 3D point sets. Initial values are determined for the rotation matrices corresponding to the relative orientations of reference frames of the 3D point sets. A registration error cost function is optimized on a product manifold of all of the rotation matrices to determine optimal values of the rotation matrices. The optimal values of the rotation matrices are used to determine optimal values for translation vectors corresponding to the relative positions of the reference frames of the 3D point sets. The 3D point sets are registered on a common reference frame using the optimal rotation matrices and the optimal translation vectors.
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