Accurate and Robust Non-rigid Point Set Registration using Student’s-t Mixture Model with Prior Probability Modeling

Abstract A new accurate and robust non-rigid point set registration method, named DSMM, is proposed for non-rigid point set registration in the presence of significant amounts of missing correspondences and outliers. The key idea of this algorithm is to consider the relationship between the point se...

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Bibliographic Details
Main Authors: Zhiyong Zhou, Jianfei Tu, Chen Geng, Jisu Hu, Baotong Tong, Jiansong Ji, Yakang Dai
Format: Article
Language:English
Published: Nature Publishing Group 2018-06-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-018-26288-6