Pseudo 2-dimensional hidden Markov models for document restoration

Ancient documents suffer from many types of degradation, ranging from dirt and staining to damage and fading. Also archaeological and historical texts are hand written. This article explains how hidden Markov models may be used in the image processing of these documents.