Non-rigid point set registration using dual-feature finite mixture model and global-local structural preservation

作者：

Highlights：

• We develop a dual-feature finite mixture model based point set registration method.

• We define a local structure descriptor.

• We constrain the energy function using both the global and local structural regularization terms, preserving the structure at both global and local scales during the registration.

• The performance of our method outperforms state-of-art methods in this area.

摘要

•We develop a dual-feature finite mixture model based point set registration method.•We define a local structure descriptor.•We constrain the energy function using both the global and local structural regularization terms, preserving the structure at both global and local scales during the registration.•The performance of our method outperforms state-of-art methods in this area.

论文关键词：Registration,Dual-feature,Finite mixture model,Regularization,Structural preservation

论文评审过程：Received 13 January 2017, Revised 15 January 2018, Accepted 4 March 2018, Available online 17 March 2018, Version of Record 27 March 2018.

论文官网地址：https://doi.org/10.1016/j.patcog.2018.03.004