Spatial shrinkage via the product independent Gaussian process prior

Arkaprava Roy, Brian J. Reich, Joseph Guinness +2

We study the problem of sparse signal detection on a spatial domain. We propose a novel approach to model continuous signals that are sparse and piecewise smooth as product of inde…