Abstract:

Point cloud data is ubiquitous in 3D shape modeling as well as high dimensional data analysis. One way to extract intrinsic and global geometric structures from the point cloud is to use differential operator. In this talk I will present our recent work on approximating differential operators on point cloud and using the eigen-system of Laplace-Beltrami operator for multi-scale non-rigid point cloud registration.