In this note we will demonstrate the application of kernels for linear regression. We start exploiting the solution within a standard adjustment model in primary. We modify this approach transforming it to the dual form. Finally we introduce kernel notation and illustrate the advantages of this method for higher order regression.
Hugin is a very comfortable tool to create beautiful panorama images e. g. on your holiday snaps. It comes with an intuitive GUI. If you prefer working on the command line, I collected the necessary commands for you: