03677nam a22003974u 4500 10.1002/9781119617778 Wiley 20251030120305.0 cr nn 008mam|a 240607t2024||||xxu fs| |0|| 0|eng|| 9781119617778 electronic 10.1002/9781119617778 doi eng Kok, Chi‐Wah aut 91331 Digital Image Denoising in MATLAB [electronic resource] Chi‐Wah Kok, Wing‐Shan Tam 1 Wiley 2024 Wiley 2024 224pp.; text txt rdacontent computer c rdamedia online resource cr rdacarrier text file rdaft PDF Presents a review of image denoising algorithms with practical MATLAB implementation guidance Digital Image Denoising in MATLAB provides a comprehensive treatment of digital image denoising, containing a variety of techniques with applications in high-quality photo enhancement as well as multi-dimensional signal processing problems such as array signal processing, radar signal estimation and detection, and more. Offering systematic guidance on image denoising in theories and in practice through MATLAB, this hands-on guide includes practical examples, chapter summaries, analytical and programming problems, computer simulations, and source codes for all algorithms discussed in the book. The book explains denoising algorithms including linear and nonlinear filtering, Wiener filtering, spatially adaptive and multi-channel processing, transform and wavelet domains processing, singular value decomposition, and various low variance optimization and low rank processing techniques. Throughout the text, the authors address the theory, analysis, and implementation of the denoising algorithms to help readers solve their image processing problems and develop their own solutions. Explains how the quality of an image can be quantified in MATLAB Discusses what constitutes a "naturally looking" image in subjective and analytical terms Presents denoising techniques for a wide range of digital image processing applications Describes the use of denoising as a pre-processing tool for various signal processing applications or big data analysis Requires only a fundamental knowledge of digital signal processing Includes access to a companion website with source codes, exercises, and additional resources Digital Image Denoising in MATLAB is an excellent textbook for undergraduate courses in digital image processing, recognition, and statistical signal processing, and a highly useful reference for researchers and engineers working with digital images, digital video, and other applications requiring denoising techniques. Image and Video Processing 91332 Signal Processing Digital Cameras & Photography 91333 digital image denoising; digital image denoising MATLAB; digital image denoising algorithms; digital image denoising photo enhancement; digital image denoising techniques; digital image denoising MATLAB source code; digital image denoising processing Tam, Wing‐Shan aut 91334 Printed edition: 9781119617693 https://doi.org/10.1002/9781119617778 Wiley Online Library https://onlinelibrary.wiley.com/action/showBook?doi=10.1002%2F9781119617778 Wiley Online Library Cover Image https://onlinelibrary.wiley.com/cms/asset/c25b24e7-5c7a-4511-b1de-12950ef81a37/9781119617778.cover.gif Wiley Online Library 66921 66921