Digital image analysis

Seleced techniques and applications

Walter Kropatsch, Horst Bischof

576 pages, parution le 15/06/2001

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Résumé

The processing of digital images by computers constitutes a new challenge t computer science because a huge amount of data has to be processed in extremely short time. This necessitates the development of new parallel process and operation structures to achieve acceptable response times. The tasks of preprocessing steps include the removal of noise, the calibration of the images and the enhancement of image quality. The resulting images are input to procedures that transform their contents into a compact form suitable within the scope of the given application. The ultimate goal is to make a rich set of methods for image analysis available and to apply them to different areas. A broad-ranging technical survey of computational and analytical methods and tools for digital image analysis and interpretation. An excellent, up-to-date resource for computer scientists' and engineers' digital imaginging and analysis.

System requirements: Windows 95/98/NT, Mac OS, UNIX. Netscape Navigator 4 (or higher) recommended or Microsoft Internet Explorer 3 (or higher), Adobe Acrobat Reader 3 or higher (free download).

Table of Contents

	Preface
	Contributors
	List of Figures
	List of Tables
I	Mathematical Methods for Image Analysis	1
1	Numerical Harmonic Analysis and Image Processing	7
2	Stochastic Shape Theory	49
3	Image Compression and Coding	81
II	Data Handling	131
4	Parallel and Distributed Processing	135
5	Image Data Catalogs	155
III	Robust and Adaptive Image Understanding	175
6	Graphs in Image Analysis	179
7	Hierarchies	199
8	Robust Methods	219
9	Structural Object Recognition	237
10	Machine Learning	251
IV	Information Fusion and Radiometric Models for Image Understanding	281
11	Information Fusion in Image Understanding	285
12	Image Understanding Methods for Remote Sensing	337
V	3D Reconstruction	367
13	Fundamentals	373
14	Image Matching Strategies	393
15	Precise Photogrammetric Measurement	411
16	3D Navigation and Reconstruction	439
17	3D Object Sensing Using Rotating CCD Cameras	465
	Index	499

Caractéristiques techniques

	PAPIER
Éditeur(s)	Springer
Auteur(s)	Walter Kropatsch, Horst Bischof
Parution	15/06/2001
Nb. de pages	576
Format	18,4 x 24
Couverture	Relié
Poids	1089g
Intérieur	Noir et Blanc
EAN13	9780387950662