A Selection of Image Understanding Techniques: From Fundamentals to Research Front

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Yu-Jin Zhang

A Selection of Image Understanding Techniques

From Fundamentals to Research Front

Yu-Jin Zhang

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English

CRC Press
08 October 2024

Engineering: general; Computing: general; Graphical & digital media applications; Computer vision; Image processing

This book offers a comprehensive introduction to seven commonly used image understanding techniques in modern information technology. Readers of various levels can find suitable techniques to solve their practical problems and discover the latest development in these specific domains.

The techniques covered include camera model and calibration, stereo vision, generalized matching, scene analysis and semantic interpretation, multi-sensor image information fusion, content-based visual information retrieval, and understanding spatial-temporal behavior. The book provides aspects from the essential concepts overview and basic principles to detailed introduction, explanation of the current methods and their practical techniques. It also presents discussions on the research trends and latest results in conjunction with new development of technical methods.

This is an excellent read for those who do not have a subject background in image technology but need to use these techniques to complete specific tasks. These essential information will also be useful for their further study in the relevant fields.

By: Yu-Jin Zhang
Imprint: CRC Press
Country of Publication: United Kingdom
Dimensions: Height: 254mm, Width: 178mm,
Weight: 644g
ISBN: 9781032423500
ISBN 10: 1032423501
Pages: 330
Publication Date: 08 October 2024
Audience: General/trade , College/higher education , Professional and scholarly , ELT Advanced , Primary
Format: Paperback
Publisher's Status: Active

1. Introduction 2. Camera Model and Calibration 3. Stereo Vision 4. Generalized Matching 5. Scene Analysis and Semantic Interpretation 6. Multi-Sensor Image Information Fusion 7. Content-Based Visual Information Retrieval 8. Understanding Spatial-Temporal Behavior

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.