Front Cover; Contents; Preface; Author; Chapter 1 -- Introduction; Chapter 2 -- Mathematical Preliminaries; Chapter 3 -- Image Digitization; Chapter 4 -- Discrete Signal Transformations; Chapter 5 -- Digital Image Formation and Computational Imaging; Chapter 6 -- Image Resampling and Building Continuous Image Models; Chapter 7 -- Image Parameter Estimation: Case Study-Localization of Objects in Images; Chapter 8 -- Image Perfecting; Back Cover
Summary
IntroductionImaging Goes DigitalMathematical PreliminariesMathematical Models in ImagingSignal TransformationsImaging Systems and Integral TransformsStatistical Models of Signals and TransformationsImage DigitizationPrinciples of Signal DigitizationSignal DiscretizationImage SamplingAlternative Methods of Discretization in Imaging DevicesSingle Scalar QuantizationBasics of Image Data CompressionBasics of Statistical CodingDiscrete Signal TransformationsBasic Principles of Discrete Representation of Signal TransformationsDiscrete Representation of the Convolution IntegralDiscrete Representation
