WGGM-SC: robust two-stage point set registration fusing weighted generalized Gaussian mixtures and structural consistency

Key Points

• The approach enhances point set registration through a robust two-stage method, focusing on structural consistency.
• Improved accuracy is observed with the introduction of weighted generalized Gaussian mixtures, resulting in better data alignment.
• Methodology includes fusing data from various sources to ensure more precise geometric transformations without artifacts.
• This model highlights the need for advanced techniques in spatial data processing, especially in complex environments.