What's in an Image?

Gilberto Câmara, Max Egenhofer, Fred Fonseca, A. Miguel Monteiro
COSIT '01-Conference on Spatial Information Theory, Morro Bay, CA
D. Montello (ed.), Lecture Notes in Computer Science, Vol. 2121, Springer, pp. 474-488, September 2001.

Abstract

This paper discusses the ontological status of remote sensing images, from a GIScience perspective. We argue that images have a dual nature--they are fields at the measurement level and fiat objects at the classification level--and that images have an ontological description of their own, distinct and independent from the domain ontology a domain scientist uses. This paper proposes a multi-level ontology for images, combining both field and object approaches and distinguishing between image and user ontologies. The framework developed contributes to the design of a new generation of integrated GISs, since two key benefits are achieved: (1) the support for multiple perspectives for the same image and (2) an emphasis on using images for the detection of spatial-temporal configurations of geographic phenomena.

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