Zuka Murvanidze

Enhanced GPIS Learning Based on Local and Global Focus Areas

Implicit surface learning is one of the most widely used methods for 3D surface reconstruction from raw point cloud data. Current approaches employ deep neural networks or Gaussian process models with the trade-offs across computational performance, object fidelity, and generalization capabilities.