The intention of this book is that how to effectively and efficiently perform the model based image processing tasks at low-level. Attention has been focused on the concepts of sampling, quantization, randomness, and how to mathematically characterize and model an image, and how to effectively utilize the model to perform various advanced image processing tasks such as Texture Analyses, Edge detection, Compression, Restoration by a single model. This book focuses on construction of a stochastic model, which is coined as Full Range Gaussian Markov Random Field model.This book discusses the...