Binary texture estimation using linear samples

Parametric estimation is achieved for the discrete 2D Boolean model by applying maximum- likelihood estimation on linear samples. Under certain conditions, a 2D Boolean model induces a 1D Boolean model so that the likelihood function of a 1D observation is expressed in terms of the parameters of the 2D inducing model, thereby enabling maximum-likelihood estimation to be performed on the 2D model using linear samples.