Insight In to Bregman Algorithm

Split-Bregman is a recent algorithm proposed with good convergence property in minimum number of iterations. It can be used in areas of denoising, deblurring, segmentation, inpaintaing etc. with ease due to its convergence property. In this paper we are trying to explore the fundamental theory of Bregman and Split Bregman with the help of convex function, constrained and unconstrained optimisation models.