Information fusion in signal and image processing : major probabilistic and non-probabilistic numerical approaches / edited by 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...
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| Other title: | Fusion d'informations en traitement du signal et des images. English. |
| Format: | eBook |
| Language: | English French |
| Published: |
London : Hoboken, NJ :
ISTE ; Wiley,
2008.
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| Series: | Digital signal and image processing series.
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Table of Contents:
- Definitions / Isabelle Bloch and Henri Maître
- Fusion in signal processing / Jean-Pierre Le Cadre, Vincent Nimier, and Roger Reynaud
- Fusion in image processing / Isabelle Bloch and Henri Maître
- Fusion in robotics / Michèle Rombaut
- Information and knowledge representation in fusion problems / Isabelle Bloch and Henri Maître
- Probabilistic and statistical methods / Isabelle Bloch, Jean-Pierre Le Cadre, and Henri Maître
- Belief function theory / Isabelle Bloch
- Fuzzy sets and possibility theory / Isabelle Bloch
- Spatial information in fusion methods / Isabelle Bloch
- Multi-agent methods : an example of an architecture and its application for the detection, recognition, and identification of targets / Fabienne Ealet, Bertrand Collin, and Catherine Garbay
- Fusion of non-simultaneous elements of information : temporal fusion / Michèle Rombaut
- Probabilities : a historical perspective
- Axiomatic inference of the Dempster-Shafer combination rule.