Takamichi Miyata

Image restoration using a stochastic variant of the alternating direction method of multipliers

We propose an efficient image restoration framework based on stochastic optimization. Image restoration usually requires some iterative methods for solving optimization problems that characterize restored images, where the multiplication of the observation matrix Φ ϵ Rm × n and variables has to be c…