Information Fusion in Signal and Image Processing
Book
Hardback
320 pages
978-1-905209-76-7 (ISBN)
Description
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 book 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).
More details
Language
English
Place of publication
London
United Kingdom
Target group
College/higher education
Professional and scholarly
Dimensions
Height: 234 mm
Width: 156 mm
ISBN-13
978-1-905209-76-7 (9781905209767)
Copyright in bibliographic data is held by Nielsen Book Services Limited or its licensors: all rights reserved.
Schweitzer Classification
Person
Isabelle Bloch is Professor at the Ecole Nationale Superieure des Telecommunications, Paris, France.
Content
1. Definitions, Isabelle Bloch, Henri Maitre. 2. Fusion in signal processing, Jean-Pierre Le Cadre, Vincent Nimier, Roger Reynaud. 3. Fusion in image processing, Isabelle Bloch, Henri Maitre. 4. Fusion in robotics, Michele Rombaut. 5. Information and knowledge representation in fusion problems, Isabelle Bloch, Henri Maitre. 6. Probabilistic and statistical approaches, Isabelle Bloch, Jean-Pierre Le Cadre, Henri Maitre. 7. Belief function theory, Isabelle Bloch. 8. Fuzzy sets and possibility theory, Isabelle Bloch. 9. Spatial information in fusion methods, Isabelle Bloch. 10. Multi-agent methods, Fabienne Ealet, Bertrand Collin, Catherine Garbay. 11. Temporal fusion, Michele Rombaut. 12. Conclusion, Isabelle Bloch.