A Selection of Image Analysis Techniques: From Fundamental to Research Front

by Yu-Jin Zhang

Overview

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.

Product Details

ISBN-13:	9781000689457
Publisher:	CRC Press
Publication date:	10/05/2022
Sold by:	Barnes & Noble
Format:	eBook
Pages:	361
File size:	11 MB
Note:	This product may take a few minutes to download.

About the Author

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.

Table of Contents

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