Digital Image Analysis: Selected Techniques and Applications [With CDROM]
(Sprache: Englisch)
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...
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Klappentext zu „Digital Image Analysis: Selected Techniques and Applications [With CDROM] “
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.
Inhaltsverzeichnis zu „Digital Image Analysis: Selected Techniques and Applications [With CDROM] “
PART I. Mathematical Methods for Image Analysis: 1. Preface
2. Numerical Harmonic Analysis and Image Processing
3. Stochastic Shape Theory
4. Image Compression and Coding
PART II. Data Handling: 5.Parallel and Distributed Processing
6. Image Data Catalogs
PART III. Robust and Adaptive Image Understanding:
7. Graphs in Image Analysis
8. Hierarchies
9. Robust Methods
10. Structural Object Recognition
11. Machine Learning
PART IV. Information Infusion and Radiome tric Models for Image Understanding: 12.Information Fusion in Image Understanding
13. Image Understanding Methods for Remote Sensing
PART V. 3-D Reconstruction:
14. Fundamentals
15. Image Matching Strategies
16. Precise Photogrammmetric Measurement
17. 3-D Navigation and Reconstruction
18. 3-D Object Sensing Using Rotating CCD Cameras
References
Subject Index
List of Authors
Bibliographische Angaben
- 2001, 505 Seiten, 250 Abbildungen, Maße: 18,5 x 24,3 cm, Gebunden, Englisch
- Herausgegeben: Walter Kropatsch, Horst Bischof
- Verlag: Springer US
- ISBN-10: 0387950664
- ISBN-13: 9780387950662
Sprache:
Englisch
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