Theoretical Foundations of Digital Imaging Using MATLAB®

Theoretical Foundations of Digital Imaging Using MATLAB®

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With the ubiquitous use of digital imaging, a new profession has emerged: imaging engineering. Designed for newcomers to imaging science and engineering, Theoretical Foundations of Digital Imaging Using MATLABAr treats the theory of digital imaging as a specific branch of science. It covers the subject in its entirety, from image formation to image perfecting. Based on the authora€™s 50 years of working and teaching in the field, the text first addresses the problem of converting images into digital signals that can be stored, transmitted, and processed on digital computers. It then explains how to adequately represent image transformations on computers. After presenting several examples of computational imaging, including numerical reconstruction of holograms and virtual image formation through computer-generated display holograms, the author introduces methods for image perfect resampling and building continuous image models. He also examines the fundamental problem of the optimal estimation of image parameters, such as how to localize targets in images. The book concludes with a comprehensive discussion of linear and nonlinear filtering methods for image perfecting and enhancement. Helping you master digital imaging, this book presents a unified theoretical basis for understanding and designing methods of imaging and image processing. To facilitate a deeper understanding of the major results, it offers a number of exercises supported by MATLAB programs, with the code available at, Wiener filtering for image denoising may even worsen image visual quality rather than improving it. ... simulation of Wiener filtering of two test images with additive white noise using the program WienerFilter_CRC.m for two ... A version of the rejecting and spectrum preservation filters that are implemented with wavelet transform image decomposition is known as wavelet shrinkage filtering byanbsp;...

Title:Theoretical Foundations of Digital Imaging Using MATLAB®
Author:Leonid P. Yaroslavsky
Publisher:CRC Press - 2012-11-26


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