Digital Image Analysis

Selected Techniques and Applications
2001
ISBN: 978-1-4757-7517-4
Verlag: Springer

Buch, Englisch, 505 Seiten, Paperback, Format (B × H): 178 mm x 254 mm, Gewicht: 1003 g

The challenge behind the processing of digital images is the huge amounts of data that has to be processed in an extremely short period of time. This book is a broad-ranging technical survey of computational and analytical methods and tools for digital image analysis and interpretation. The ultimate goal is to create a rich set of computational methods for image analysis and interpretation that can achieve rapid response times. This book will serve as an excellent up-to-date resource for computer scientists and engineers in digital imaging and analysis.

Zielgruppe

Research

Autoren/Hrsg.

Bischof, Horst

Kropatsch, Walter

Fachgebiete

• Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Grafikprogrammierung
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Computer Vision
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Mustererkennung, Biometrik

Inhaltsverzeichnis

PART I: Mathematical Methods for Image Analysis--1.Numerical Harmonic Analysis and Image Processing; 2.Stochastic Shape Theory; 3.Image Compression and Coding; PART II: Data Handling--4.Parallel and Distributed Processing; 5.Image Data Catalogs; PART III: Robust and Adaptive Image Understanding--6.Graphs in Image Analysis; 7.Hierarchies; 8.Robust Methods; 9.Structural Object Recognition; 10.Machine Learning; PART IV: Information Infusion and Radiometric Models for Image Understanding--11.Information Fusion in Image Understanding; 12.Image Understanding Methods for Remote Sensing; PART V: 3-D Reconstruction--13.Fundamentals; 14.Image Matching Strategies; 15.Precise Photogrammetric Measurement; 16.3-D Navigation and Reconstruction; 17.3-D Object Sensing Using Rotating CCD Cameras