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.¿¿

Sommario

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

Info autore

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.

Riassunto

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.

Dettagli sul prodotto

• Autori: Yu-Jin Zhang, Zhang Yu-Jin
• Editore: Taylor & Francis Ltd.
• Lingue: Inglese
• Formato: Tascabile
• Pubblicazione: 08.10.2024
• EAN: 9781032351162
• ISBN: 978-1-0-3235116-2
• Pagine: 343
• Categorie: Guide e manuali; Scienze naturali, medicina, informatica, tecnica > Informatica, EDP > Informatica; machine learning, COMPUTERS / Computer Science, TECHNOLOGY & ENGINEERING / Imaging Systems, computer science, COMPUTERS / Optical Data Processing, pattern recognition, 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, Feature Extraction, Imaging systems and technology, Digital Image Analysis, computational morphology, biomedical imaging techniques, visual perception modelling, advanced image analysis methods