A Unified Framework for Nonrigid Point Set Registration via Coregularized Least Squares

A Unified Framework for Nonrigid Point Set Registration via Coregularized Least Squares

This paper describes a method for performing nonrigid point set registration on data with different kinds of degradation (deformation, occlusion, noise, and outliers). We formulate the registration problem as a mixture model estimation problem by employing two topologically complementary constraints...

Full description

Bibliographic Details
Main Authors: Guiqiang Yang, Rui Li, Yujun Liu, Ji Wang
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Expectation maximization
graph Laplacian regularization
nonrigid point set registration
ordering information
Tikhonov regularization
topological constraints
Online Access:https://ieeexplore.ieee.org/document/9139916/

Internet

https://ieeexplore.ieee.org/document/9139916/

Similar Items