A Matrix Operator Approach to Two-Dimensional Signal Processing

A notation is developed to describe operations on two-dimensional arrays of data and develop a compact description of the Gaussian random matrix as an intuitively obvious extension of the Gaussian random vector. The application of these concepts is then illustrated in some typical problems encountered in the processing of two-dimensional signals.