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. Author manuscript; available in PMC: 2014 Mar 30.
Published in final edited form as: IEEE Trans Image Process. 2012 Sep 20;22(8):3192–3203. doi: 10.1109/TIP.2012.2216278

Fig. 3.

Fig. 3

Illustration of the continuation scheme used to minimize the convergence of the algorithm to local minimum. We start with σ = 25, when the distance metric is convex for most patch pairs in the image. We then gradually reduce the value of σ by a step size of 5 until it achieves the desired value σ = 1. Note that the distance metrics with small values of σ are non-convex.