Knowledge-Based Image Processing Systems - Brossura

Graham, Deryn

 
9783540760276: Knowledge-Based Image Processing Systems

Sinossi

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.

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Contenuti

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.

Product Description

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Altre edizioni note dello stesso titolo

9781447106364: Knowledge-Based Image Processing Systems

Edizione in evidenza

ISBN 10:  1447106369 ISBN 13:  9781447106364
Casa editrice: Springer, 2012
Brossura