| Description |
1 online resource (295 pages) : illustrations |
| Series |
Digital signal and image processing series |
|
Digital signal and image processing series.
|
| Bibliography |
Includes bibliographical references and index. |
| 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. |
| 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). |
| Subject |
Signal processing.
|
|
Image processing.
|
|
Traitement du signal. |
|
Traitement d'images. |
|
image processing. |
|
Image processing |
|
Signal processing |
| Added Author |
Bloch, Isabelle.
|
| 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 (DLC) 2007018231 (OCoLC)123955226 |
| ISBN |
9780470393659 (electronic bk.) |
|
0470393653 (electronic bk.) |
|
9780470611074 |
|
0470611073 |
|
1848210191 |
|
9781848210196 |
|
9781905209767 |
|
1905209762 |
| Standard No. |
10.1002/9780470611074 doi |
|
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