A Selection of Image Processing Techniques

From Fundamentals to Research Front

Yu-Jin Zhang (Autor)

Buch | Softcover

328 Seiten

2024
CRC Press (Verlag)
978-1-032-14848-9 (ISBN)

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This book focuses on seven commonly used image processing techniques. These are Image de-noising, Image de-blurring, Image repairing, Image de-fogging, Image reconstruction from projection, Image watermarking, and Image super-resolution.

A Selection of Image Processing Techniques: From Fundamentals to Research Front focuses on seven commonly used image-processing techniques. These are de-noising, de-blurring, repairing, de-fogging, reconstruction from projection, watermarking, and super-resolution. This book is suitable for readers who do not have a complete foundation in the principles of image technology but need to use image techniques to solve specific tasks in particular applications. Hence, elementary knowledge for further study is provided, allowing the reader to discover suitable techniques for solving practical problems and to learn the latest developments in a specific domain.

This book offers readers a three-step strategy toward problem solving: first, essential principles, then, a detailed explanation, and finally, a discussion of practical and working techniques for specific tasks. Throughout, the author highlights materials pertaining to the newest developments and trends of the technologies.

Yu-Jin Zhang is a tenured professor of image engineering at Tsinghua University, Beijing, China. He earned his PhD in Applied Science from the State University of Liège, Liège, Belgium. He was a post-doc fellow of Delft University of Technology, Delft, the Netherlands. He is also a CSIG and SPIE fellow. Dr. Zhang has published 50 books and more than 500 research papers. Personal pages: http://oa.ee.tsinghua.edu.cn/zhangyujin/ http://web.ee.tsinghua.edu.cn/zhangujin/

1. Introduction
2. Image De-Noising
3. Image De-Blurring
4. Image Repairing
5. Image De-Fogging
6. Image Reconstruction from Projection
7. Image Watermarking
8. Image Super-Resolution

Erscheinungsdatum	04.11.2021
Zusatzinfo	29 Tables, black and white; 99 Line drawings, black and white; 69 Halftones, black and white; 168 Illustrations, black and white
Verlagsort	London
Sprache	englisch
Maße	178 x 254 mm
Gewicht	840 g
Themenwelt	Informatik ► Grafik / Design ► Digitale Bildverarbeitung
	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
	Technik ► Elektrotechnik / Energietechnik
	Technik ► Umwelttechnik / Biotechnologie
ISBN-10	1-032-14848-9 / 1032148489
ISBN-13	978-1-032-14848-9 / 9781032148489
Zustand	Neuware