Methods for Handling Imperfect Spatial Information

Language: English

Published by Springer, Springer Okt 2010, 2010

3642147542 / 9783642147548

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This item is printed on demand - Print on Demand Titel. Neuware -Spatial information is pervaded by uncertainty. Indeed, geographical data is often obtained by an imperfect interpretation of remote sensing images, while people attach ill-defined or ambiguous labels to places and their properties. As another example, medical images are often the result of measurements by imprecise sensors (e.g. MRI scans). Moreover, by processing spatial information in real-world applications, additional uncertainty is introduced, e.g. due to the use of interpolation/extrapolation techniques or to conflicts that are detected in an information fusion step.To the best of our knowledge, this book presents the first overview of spatial uncertainty which goes beyond the setting of geographical information systems. Uncertainty issues are especially addressed from a representation and reasoning point of view. In particular, the book consists of 14 chapters, which are clustered around three central topics. The first of these topics is about the uncertainty in meaning of linguistic descriptions of spatial scenes. Second, the issue of reasoning about spatial relations and dealing with inconsistency in information merging is studied. Finally, interpolation and prediction of spatial phenomena are investigated, both at the methodological level and from an application-oriented perspective. The concept of uncertainty by itself is understood in a broad sense, including both quantitative and more qualitative approaches, dealing with variability, epistemic uncertainty, as well as with vagueness of terms.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 392 pp. Englisch.

Seller Inventory # 9783642147548

Title
Methods for Handling Imperfect Spatial Information
Author
Robert Jeansoulin
Publisher
Springer, Springer Okt 2010
Publication year
2010
Condition
Neu
Binding
Buch
Language
English
ISBN 10
3642147542
ISBN 13
9783642147548
Item weight
824 grams
Dimensions
241x160x29 mm

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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