Digital Image Analysis (eBook, PDF)

Selected Techniques and Applications
Redaktion: Kropatsch, Walter; Bischof, Horst

• Format: PDF

Produktbeschreibung

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.

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Produktdetails

• Verlag: Springer US
• Seitenzahl: 505
• Erscheinungstermin: 10. Mai 2006
• Englisch
• ISBN-13: 9780387216430
• Artikelnr.: 44044407

Inhaltsangabe

Mathematical Methods for Image Analysis.- to Part I.- Numerical Harmonic Analysis and Image Processing.- Stochastic Shape Theory.- Image Compression and Coding.- Data Handling.- to Part II.- Parallel and Distributed Processing.- Image Data Catalogs.- Robust and Adaptive Image Understanding.- to Part III.- Graphs in Image Analysis.- Hierarchies.- Robust Methods.- Structural Object Recognition.- Machine Learning.- Information Fusion and Radiometric Models for Image Understanding.- to Part IV.- Information Fusion in Image Understanding.- Image Understanding Methods for Remote Sensing.- 3D Reconstruction.- to Part V.- Fundamentals.- Image Matching Strategies.- Precise Photogrammetric Measurement: Location of Targets and Reconstruction of Object Surfaces.- 3D Navigation and Reconstruction.- 3D Object Sensing Using Rotating CCD Cameras.