A Course on Digital Image Processing with MATLAB®

by P K Thiruvikraman

Overview

Designed for a one semester course, the aim of this book is to concentrate on the principles and techniques of image processing. It provides an in-depth presentation of key topics, including many techniques not included in introductory texts. Practical implementation of the various image processing algorithms is an important step in learning the subject, and computer packages such as MATLAB® facilitate this without the need to learn more complex programming languages. Whilst two chapters are devoted to the MATLAB® programming environment and the image processing toolbox, the use of image processing algorithms using MATLAB® is emphasised throughout the book, and every chapter is accompanied by a collection of exercises and programming assignments. Including coverage of colour and video image processing as well as object recognition. The book is augmented with supplementary MATLAB® code and hints and solutions to problems are also provided.

Product Details

ISBN-13:	9780750326049
Publisher:	Institute of Physics Publishing
Publication date:	11/20/2019
Series:	IOP ebooks
Sold by:	Barnes & Noble
Format:	eBook
Pages:	300
File size:	9 MB

About the Author

P K Thiruvikraman is currently a professor of physics at Birla Institute of Technology and Science, Pilani. He has nearly two decades of experience in teaching courses in many areas of physics, a PhD in physics from Mangalore University and a master's degree in physics from the Indian Institute of Technology, Madras. During his teaching career he has come to realize that most subjects that are typically offered by different departments are intimately interrelated. He tries to convey this to students in his lectures by quoting examples from different areas of science and technology. An avid reader of both fiction and non-fiction and a sports and movie enthusiast, he also tries to use these to enliven his classes.

P.K.Thiruvikraman is currently Professor of Physics at Birla Institute of Technology and Science, Pilani, Hyderabad Campus. He has nearly two decades of experience in teaching courses from many areas of Physics apart from Digital Image Processing. The author has a Ph.D in Physics from Mangalore University and a Masters degree in Physics from Indian Institute of Technology, Madras. During his teaching career he has come to realize that most subjects which are typically offered by different departments are intimately interrelated. He tries to convey this to students in his lectures by quoting examples from different areas of Science and Technology. An avid reader of both fiction and non-fiction and a sports and movie enthusiast, he tries to use these also to enliven his classes.

Table of Contents

1 Introduction 2 Image Enhancement in the Spatial Domain 3 Filtering in the Fourier Domain 4 Image Compression 5 Image Analysis and Object Recognition 6. Image Restoration 7 Wavelets 8 Colour Image Processing 9 Introduction to MATLAB® 10 The Image Processing Toolbox 11 Video Processing