Dictionary learning -- from local towards global and adaptive

Marie Christine Pali, Karin Schnass

This paper studies the convergence behaviour of dictionary learning via the Iterative Thresholding and K-residual Means (ITKrM) algorithm. On one hand it is proved that ITKrM is a…