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

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.

List 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

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.

Summary

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.

Product details

• Authors: Yu-Jin Zhang, Zhang Yu-Jin
• Publisher: Taylor and Francis
• Languages: English
• Product format: Paperback / Softback
• Released: 08.10.2024
• EAN: 9781032351162
• ISBN: 978-1-032-35116-2
• No. of pages: 343
• Weight: 553 g
• Illustrations: schwarz-weiss Illustrationen, Raster,schwarz-weiss, Zeichnungen, schwarz-weiss, Tabellen, schwarz-weiss
• Subjects: Natural sciences, medicine, IT, technology > IT, data processing > General, dictionaries; machine learning, COMPUTERS / Computer Science, TECHNOLOGY & ENGINEERING / Imaging Systems, computer science, COMPUTERS / Optical Data Processing, Imaging systems & technology, Image processing, Graphical & digital media applications, COMPUTERS / Data Science / Machine Learning, Graphical and digital media applications, COMPUTERS / Design, Graphics & Media / Graphics Tools, Imaging systems and technology