A Selection of Image Processing Techniques

From Fundamentals to Research Front
1. Auflage 2024
ISBN: 978-1-032-14848-9
Verlag: CRC Press

Buch, Englisch, 348 Seiten, Format (B × H): 178 mm x 254 mm, Gewicht: 659 g

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.

Zielgruppe

Postgraduate and Professional

Autoren/Hrsg.

Zhang, Yu-Jin

Fachgebiete

• Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Spiele-Programmierung, Rendering, Animation
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Mustererkennung, Biometrik
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Computer Vision
• Mathematik | Informatik EDV | Informatik Informatik Theoretische Informatik
• Mathematik | Informatik EDV | Informatik Informatik Bildsignalverarbeitung
• Mathematik | Informatik EDV | Informatik Professionelle Anwendung

Inhaltsverzeichnis

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

Über Autor(innen)

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/