Image Understanding

1. Auflage 2017
ISBN: 978-3-11-052034-7
Verlag: De Gruyter

Buch, Englisch, Band Volume 3, 300 Seiten, Format (B × H): 170 mm x 240 mm, Gewicht: 533 g

Reihe: Image Engineering

This graduate textbook explains image reconstruction technologies based on region-based binocular and trinocular stereo vision, and object, pattern and relation matching. It further discusses principles and applications of multi-sensor fusion and content-based retrieval. Rich in examples and excises, the book concludes image engineering studies for electrical engineering and computer science students.

Zielgruppe

Graduate students in electrical engineering, computer science, el

Autoren/Hrsg.

Zhang, Yujin

Weitere Mitwirkende

Press, Tsinghua University

Fachgebiete

• Technische Wissenschaften Sonstige Technologien | Angewandte Technik Signalverarbeitung, Bildverarbeitung, Scanning
• Mathematik | Informatik EDV | Informatik Informatik Bildsignalverarbeitung

Inhaltsverzeichnis

Table of Content:

Chapter 1 Stereo Vision
1.1 Modules of Stereo Vision
1.2 Region-Based Binocular Matching
1.3 Feature-Based Binocular Matching
1.4 Horizontal Multiple Stereo Matching
1.5 Orthogonal Trinocular Matching
1.6 Computing Sub-Pixel Level Disparity
1.7 Error Detection and Correction
1.8 Summary
Problems, Further Reading
Chapter 2 3-D Shape Information Recover
2.1 Photometric Stereo
2.2 Structure from Motion
2.3 Shape from Shading
2.4 Texture and Surface Orientation
2.5 Depth from Focal Length
2.6 Pose from Three Pixels
2.7 Summary
Problems, Further Reading
Chapter 3 Matching and Understanding
3.1 Fundamental of Matching
3.2 Object Matching
3.3 Dynamic Pattern Matching
3.4 Relation Matching
3.5 Graph Isomorphism
3.6 Labeling of Line Drawings
3.7 Summary
Problems, Further Reading
Chapter 4 Multi-Sensor Image Fusion
4.1 Overview of Information Fusion
4.2 Image Fusion
4.3 Pixel-Layer Fusion
4.4 Feature-Layer and Decision-Layer Fusions
4.5 Summary
Problems, Further Reading
Chapter 5 Content-Based Image Retrieval
5.1 Feature-Based Image Retrieval
5.2 Motion-Feature-Based Video Retrieval
5.3 Object-Based Retrieval
5.4 Video Analysis and Retrieval
5.5 Summary
Problems, Further Reading

Über Autor(innen)

Yujin Zhang, Tsinghua University, Beijing, China