Zhang Handbook of Image Engineering

1. Auflage 2021
ISBN: 978-981-1558-73-3
Verlag: Springer
Format: PDF
Kopierschutz: Wasserzeichen (»Systemvoraussetzungen)

E-Book, Englisch, 1967 Seiten, eBook

Image techniques have been developed and implemented for various purposes, and image engineering (IE) is a rapidly evolving, integrated discipline comprising the study of all the different branches of image techniques, and encompassing mathematics, physics, biology, physiology, psychology, electrical engineering, computer science and automation. Advances in the field are also closely related to the development of telecommunications, biomedical engineering, remote sensing, surveying and mapping, as well as document processing and industrial applications.

IE involves three related and partially overlapping groups of image techniques: image processing (IP) (in its narrow sense), image analysis (IA) and image understanding (IU), and the integration of these three groups makes the discipline of image engineering an important part of the modern information era.

This is the first handbook on image engineering, and provides a well-structured, comprehensive overview of this new discipline. It also offers detailed information on the various image techniques. It is a valuable reference resource for R&D professional and undergraduate students involved in image-related activities.

Zielgruppe

Research

Autoren/Hrsg.

Zhang, Yu-Jin

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Maschinelles Lernen
• Mathematik | Informatik EDV | Informatik Informatik Bildsignalverarbeitung
• Mathematik | Informatik EDV | Informatik Professionelle Anwendung Multimedia

Inhaltsverzeichnis

Part 1 Image Fundamentals 1 Image Basics 2 Image Engineering 3 Image Acquisition Devices 4 Image Acquisition Modes 5 Image Digitization 6 Image Display and Printing 7 Image Storage and Communication 8 Related Knowledge Part 2 Image Processing 9 Pixel Spatial Relationship 10 Image Transforms 11 Point Operations for Spatial Domain Enhancement 12 Mask Operations for Spatial Domain Enhancement 13 Frequency Domain Filtering 14 Image Restoration 15 Image Repair and Recovery 16 Image Reconstruction from Projection 17 Image Coding 18 Image Watermarking 19 Image Information Security 20 Color Image Processing 21 Video Image Processing 22 Multi-Resolution Image Part 3 Image Analysis 23 Segmentation Introduction 24 Edge Detection 25 Object Segmentation Methods 26 Segmentation Evaluation 27 Object Representation 28 Object Description 29 Feature Measurement and Error Analysis 30 Texture Analysis 31 Shape Analysis 32 Motion Analysis 33 Image Pattern Recognition 34 Biometric Recognition Part 4 Image Understanding 35 Theory of Image Understanding 36 3-D Representation and Description 37 Stereo Vision 38 Multi-image 3-D Scene Reconstruction 39 Single-image 3D Scene Reconstruction 40 Knowledge and Learning 41 General Image Matching 42 Scene Analysis and Interpretation 43 Image Information Fusion 44 Content-Based Retrieval 45 Spatial-Temporal Behavior Understanding Part 5 Related References 46 Related Theories and Techniques 47 Optics 48 Mathematical Morphology for Binary Images 49 Mathematical Morphology for Gray-Level Images 50 Visual Sensation and Perception 51 Application of Image Technology 52 International Organizations and Standards

Über Autor(innen)

Yu-Jin ZHANG received his Ph.D. in Applied Science from the State University of Liège, Belgium, in 1989. From 1989 to 1993, he was a post-doctoral fellow and research fellow at the Delft University of Technology, in the Netherlands. In 1993, he joined Tsinghua University, Beijing, China, where he has been a Professor since 1997.

He has published over 500 research papers and book chapters, as well as more than 40 books, including three monographs: "Image Segmentation," "Content-based Visual Information Retrieval," and "Subspace-based Face Recognition," one dictionary: "An English-Chinese Dictionary of Image Engineering" (1st edition and 2nd edition), and three edited books: "Advances in Image and Video Segmentation" and "Semantic-Based Visual Information Retrieval" (IRM Press, USA), and "Advances in Face Image Analysis: Techniques and Technologies " (IGI Global, USA).

He was/is the Vice President of the China Society of Image and Graphics (2002 ~ 2011, 2016 ~), the associate editor of "Pattern Recognition Letters," the "International Journal of Image and Graphics," "Optical Engineering," "Journal of Electronics and Information," "Journal of CAD and Computer Graphics," "Signal Processing," and "Acta Automatica Sinica". He was the program chair of "The Twenty-Fourth International Conference on Image Processing (ICIP'2017), as well as a number of international conferences. He has been a senior member of IEEE (since 1999), and a fellow of SPIE (since 2011).