Cooperative Effects of a Parity-check Code on the Simultaneous Restoration of Two Images
Satoshi Kawaguchi · Journal of the Physical Society of Japan · 2021
In this study, we consider the simultaneous image restoration of two original images. We propose a model and examine the stationary state and dynamical properties of image restoration. To restore two images simultaneously, we assume that their parity-check code is composed of two pixels: one selected from the first image and the other from the second image. For the stationary state, we apply the replica method to obtain the equation of self-consistent order parameters. Meanwhile, for the dynamical properties of image restoration, we apply the path-integral approach.