Understanding Digital Image Processing  book cover
1st Edition

Understanding Digital Image Processing

ISBN 9780367780821
Published March 31, 2021 by CRC Press
374 Pages

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Book Description

This book introduces the fundamental concepts of modern digital image processing. It aims to help the students, scientists, and practitioners to understand the concepts through clear explanations, illustrations and examples. The discussion of the general concepts is supplemented with examples from applications and ready-to-use implementations of concepts in MATLAB®. Program code of some important concepts in programming language 'C' is provided.

To explain the concepts, MATLAB® functions are used throughout the book. MATLAB® Version 9.3 (R2017b), Image Acquisition Toolbox Version 5.3 (R2017b), Image Processing Toolbox, Version 10.1 (R2017b) have been used to create the book material.

Meant for students and practicing engineers, this book provides a clear, comprehensive and up-to-date introduction to Digital Image Processing in a pragmatic manner.

Table of Contents

Introduction to Digital Image Processing. Digital Image representation. Mathematical Tools for Image Processing. Image Enhancement in Spatial Domain. Image Processing in Frequency Domain. Image Denoising. Image Segmentation. Mathematical Morphology. Image Understanding. Image Compression. Image Retrieval. Digital Image Forgery. Appendix A. Appendix B. Appendix B.

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Vipin Tyagi, Fellow-IETE, is currently working as Professor in Computer Science and Engineering and Head- Faculty of Mathematical Sciences at the Jaypee University of Engineering and Technology, Guna, Madhya Pradesh, India. He is the Vice President of the Computer Society of India (CSI) of Region 3 and is also associated with the CSI Special Interest Group on Cyber Forensics. He was President of the Engineering Sciences Section of the Indian Science Congress Association (ISCA) for the term 2010–11. He has published several books and a number of papers in various prominent journals and advanced research series, and is a recognized expert in the areas of image processing, cyber security and cyber forensics. He can be reached at [email protected]