Digital Image Analysis

Selected Techniques and Applications

Walter Kropatsch, Horst Bischof

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English

Springer-Verlag New York Inc.
26 April 2013

Graphics programming; Pattern recognition; Image processing

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.

Edited by: Walter Kropatsch, Horst Bischof
Imprint: Springer-Verlag New York Inc.
Country of Publication: United States
Edition: Softcover reprint of the original 1st ed. 2001
Dimensions: Height: 254mm, Width: 178mm, Spine: 28mm
Weight: 1.016kg
ISBN: 9781475775174
ISBN 10: 1475775172
Pages: 505
Publication Date: 26 April 2013
Audience: Professional and scholarly , Undergraduate
Format: Paperback
Publisher's Status: Active

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