Information Fusion in Signal and Image Processing Digital Signal and Image Processing 1st Edition by Isabelle Bloch ISBN 1848210191 978-1848210196

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Product details:

ISBN 10: 1848210191 

ISBN 13: 978-1848210196

Author: Isabelle Bloch

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).

Table of contents:

1. Definitions

2. Fusion in Signal Processing

3. Fusion in Image Processing

4. Fusion in Robotics

5. Information and Knowledge Representation in Fusion Problems

6. Probabilistic and Statistical Methods

7. Belief Function Theory

8. Fuzzy Sets and Possibility Theory

9. Spatial Information in Fusion Methods

10. Multi-Agent Methods: An Example of an Architecture and its Application for the Detection, Recognition and Identification of Targets

11. Fusion of Non-Simultaneous Elements of Information: Temporal Fusion

12. Conclusion

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Tags: Isabelle Bloch, Information Fusion, in Signal and Image Processing, Digital Signal and Image Processing