|
A Selection of Image Processing Techniques: From Fundamentals to Research Front Yu-Jin ZHANG CRC Press, Taylor & Francis Group£¬2022 |
|
|
|
ISBN: 978-1-032-14839-7 (hardcover) |
|
Preface |
Image processing is a discipline that has attracted a lot of attention in information community. Image processing technology has been widely used in many applications in our society. This book takes a new way, in combining the contents, characteristics and styles of both textbook and monography, to introduce image processing technology. This book is different from pure textbook on image processing, it is also not a theoretical monograph on image processing technology. In this book, the introduction is focused on several commonly used image processing techniques. For each of these selected techniques, a comprehensive coverage is provided. The book starts from the essential concepts and basic principles, passes through the typical specific methods and practical techniques, and arrives the research frontier trends and latest developments. This book should be suitable for readers who do not have the complete foundation of image processing, yet, but need to use image processing techniques to solve specific tasks. From this book, readers can quickly grasp the elementary knowledge for the further study without the pre-request for the relevant basis information; readers can find a suitable technique for solving practical problem, and readers can learn the latest development in the specific application domain. The seven selected image processing techniques are: Image de-noising, Image de-blurring, Image repairing, Image de-fogging, Image reconstruction from projection, Image watermarking, and Image super-resolution. This book does not attempt to cover all branches of image processing technology, rather, it tries to give a profound discussion on those selected techniques. The presentations and discussions on each of these techniques are self-contained. The materials in this book are arranged in eight chapters with 49 sections, 118 sub-sections, with 168 figures, 29 tables, and 437 numbered equations. Moreover, over 200 key references are introduced and provided at the end of book for further study. Special thanks go to Taylor & Francis Group, and their staff members. Their kind and professional assistance are truly appreciated. Last but not least, I am deeply indebted to my wife and my daughter for their encouragement, patience, support, tolerance, and understanding during the writing of this book. |
|
Contents |
(More in "Detailed contents")
|
Back to Books ·µ»ØÊé¼® |
|---|---|
