Information fusion in signal and image processing : major probabilistic and non-probabilistic numerical approaches /

Information fusion in signal and image processing : major probabilistic and non-probabilistic numerical approaches /

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Bibliographic Details
Uniform title:	Fusion d'informations en traitement du signal et des images. English.
Imprint:	London : ISTE ; Hoboken, NJ : Wiley, 2008.
Description:	1 online resource (295 pages) : illustrations
Language:	English
Series:	Digital signal and image processing series Digital signal and image processing series.
Subject:	Signal processing. Image processing. Image processing Signal processing
Format:	E-Resource Book
URL for this record:	http://pi.lib.uchicago.edu/1001/cat/bib/13596405

Hidden Bibliographic Details
Other authors / contributors:	Bloch, Isabelle.
ISBN:	9780470393659 0470393653 9780470611074 0470611073 1848210191 9781848210196 9781905209767 1905209762 9781848210196
Notes:	Includes bibliographical references and index. Print version record.
Summary:	The area of information fusion has grown considerably during the last few years, leading to a rapid and impressive evolution. In such fast-moving times, it is important to take stock of the changes that have occurred. As such, this books offers an overview of the general principles and specificities of information fusion in signal and image processing, as well as covering the main numerical methods (probabilistic approaches, fuzzy sets and possibility theory and belief functions).
Other form:	Print version: Fusion d'informations en traitement du signal et des images. English. Information fusion in signal and image processing. London : ISTE ; Hoboken, NJ : Wiley, 2008 9781848210196
Standard no.:	10.1002/9780470611074

Table of Contents:

Chapter 1. Definitions
Chapter 2. Fusion in signal processing
Chapter 3. Fusion in image processing
Chapter 4. Fusion in robotics
Chapter 5. Information and knowledge representation in fusion problems
Chapter 6. Probabilistic and statistical approaches
Chapter 7. Belief function theory
Chapter 8. Fuzzy sets and possibility theory
Chapter 9. Spatial information in fusion methods
Chapter 10. Multi-agent methods
Chapter 11. Fusion of non-simultaneous elements of information, temporal fusion
Chapter 12. Conclusion
List of Authors
Index