A Selection of Image Analysis Techniques - Yu-Jin Zhang

A Selection of Image Analysis Techniques

From Fundamental to Research Front

(Autor)

Buch | Hardcover
343 Seiten
2022
CRC Press (Verlag)
978-1-032-35109-4 (ISBN)
137,15 inkl. MwSt
This book focuses on seven commonly used image analysis techniques. It covers aspects from basic principles and practical methods, to new advancement of each selected technique to help readers solve image processing related problems in real-life situation.
This book focuses on seven commonly used image analysis techniques. It covers aspects from basic principles and practical methods, to new advancement of each selected technique to help readers solve image‐processing related problems in real-life situations.

The selected techniques include image segmentation, segmentation evaluation and comparison, saliency object detection, motion analysis, mathematical morphology methods, face recognition and expression classification. The author offers readers a three‐step strategy toward problem‐solving: first, essential principles; then, a detailed explanation; and finally, a discussion on practical and working techniques for specific tasks. He also encourages readers to make full use of available materials from the latest developments and trends.

This is an excellent book for those who do not have a complete foundation in image technology but need to use image analysis techniques to perform specific tasks in particular applications.

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, 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.

1. Introduction 2. Image Segmentation 3. Segmentation Evaluation and Comparison 4. Saliency Object Detection 5. Motion Analysis 6. Mathematical Morphology Methods 7. Face Recognition 8. Expression Classification

Erscheinungsdatum
Zusatzinfo 32 Tables, black and white; 80 Line drawings, black and white; 112 Halftones, black and white; 192 Illustrations, black and white
Verlagsort London
Sprache englisch
Maße 178 x 254 mm
Gewicht 839 g
Themenwelt Informatik Grafik / Design Digitale Bildverarbeitung
Mathematik / Informatik Informatik Theorie / Studium
Technik
ISBN-10 1-032-35109-8 / 1032351098
ISBN-13 978-1-032-35109-4 / 9781032351094
Zustand Neuware
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