
Knowledge-Based Image Processing Systems
Springer (Publisher)
Published on 4. April 1997
Book
Paperback/Softback
XIII, 178 pages
978-3-540-76027-6 (ISBN)
Description
Knowledge-based (or expert systems) and image processing have been applied to many domains but, although both fields frequently address common application areas, they are rarely applied together. Often a combined knowledge-based system and image processing approach can be highly appropriate and this book provides an insight into both areas and show students how a judicious mix of the two can result in a more effective system. The authors include detailed case studies to illustrate the two approaches as well as worked examples and solutions to problems throughout the text. Third and fourth year undergraduates and MSc students with some computer science background will find this book invaluable. Postgraduates and researchers looking for an introduction to either area - or ways to combine the two - will also welcome this clearly written and comprehensive text.
More details
Series
Edition
1997 ed.
Language
English
Place of publication
London
United Kingdom
Publishing group
Springer Berlin
Target group
Lower undergraduate
Illustrations
17 s/w Abbildungen, 2 farbige Abbildungen
XIII, 178 p. 19 illus., 2 illus. in color.
Dimensions
Height: 235 mm
Width: 155 mm
Thickness: 11 mm
Weight
306 gr
ISBN-13
978-3-540-76027-6 (9783540760276)
DOI
10.1007/978-1-4471-0635-7
Schweitzer Classification
Content
1 Introduction to Knowledge-Based Systems.- 2 Knowledge-Based System Architectures and Applications.- 3 Knowledge Elicitation.- 4 Knowledge Representation.- 5 Neural Networks.- 6 Introduction to Image Processing.- 7 Frequency Space Analysis.- 8 Image Enhancement in Real Space.- 9 Image Segmentation and Analysis.- 10 Introduction.- 11 Current Knowledge-Based Image Processing Systems.- 12 Knowledge-Based Image Processing: The Way Forward..- 13 Summary and Conclusions.- Appendix A: Exercises and Further Reading.- References.- Author Index.