Statistical image restoration

AbstractRestoration of very noisy images typical of electron-beam diagnostics of microelectronics is considered. The conditions, under which the regularization method yields strongly consistent (with probability 1) estimates of image functions are investigated. The problems of the choice of stabilizing functional and numerical computer realization are discussed