Thin Plate Spline, or TPS for short, is an interpolation method that finds a "minimally bended" smooth surface that passes through all given points. Thin Plates. There are quite a few techniques out there that provide a smooth interpolation between a set of control points. Thin Plate Splines is one such technique. It interpolates a surface that passes through each control point. A C++ implementation of polyharmonic/thin-plate spline transformation/ interpolation - vladimir-ch/thin-plate-splines.
Thin plate spline interpolation and deformation. Contribute to daeyun/TPS- Deformation development by creating an account on GitHub. The thin plate spline (TPS) is an effective tool for modeling coordinate Together with the interpolation conditions, f(xi,yi) = vi, this yields a linear system for the. Thin plate splines (TPS) are a spline-based technique for data interpolation and smoothing. They were introduced to geometric design by Duchon. They are an important special case of a polyharmonic spline.
We illustrate that -matrix techniques can successfully be employed to solve very large thin plate spline interpolation problems. We integrated thin-plate spline (TPS) interpolation and Kohonen's self-organizing map (SOM) to visualize the latent structure underlying causal factors and. This answer will be by no means complete but I can answer few things. Should not the RBF decrease with r? In the case of inverse distance weighted. Given a set of data points, a weighted combination of thin plate splines centered about each data point gives the interpolation function that passes through the.