14 citations · 14 across the 2 of their papers we have counts for
2 papers
cs.IT2026
Finite-Mask Gaussian-Process Reconstruction on a Periodic Sensor Ring: Mask-Geometry Dependence, Fourier-Mode Coupling, and Posterior Trace
Jun Tsuzurugi
We analyze how an arbitrary observation mask on a finite periodic ring of equally spaced sensors affects the posterior covariance, Fourier-mode coupling, and normalized posterior t…
cond-mat.dis-nn2002★ 14 cited
Statistical Mechanics of the Bayesian Image Restoration under Spatially Correlated Noise
Jun Tsuzurugi, Masato Okada
We investigated the use of the Bayesian inference to restore noise-degraded images under conditions of spatially correlated noise. The generative statistical models used for the or…