title: Image restoration using the Q-Ising spin glass.
abstract: We investigate static and dynamic properties of gray-scale image restoration by making use of the Q-Ising spin glass model, whose ladder symmetry allows us to take in account the distance between two spins. We thus give an explicit expression of the Hamming distance between the original and restored images as a function of the hyperparameters in the mean field limit. Finally, numerical simulations for real-world pictures are carried out to prove the efficiency of our model.
authors.affiliation: Complex Systems Engineering, Graduate School of Engineering, Hokkaido University, N13-W8, Kita-ku, Sapporo, 060-8628, Japan.
authors.forename: J
authors.initials: J
authors.lastname: Inoue
authors.forename: D M
authors.initials: DM
authors.lastname: Carlucci