Algorithm A* in logical-structure recognition of objects on raster images

Authors:
R. K. Fedorov;A. O. Shigarov;G. M. Ruzhnikov
Affiliations:
Institute of System Dynamics and Control Theory, Siberian Branch, Russian Academy of Sciences, Irkutsk, Russia 664033;Institute of System Dynamics and Control Theory, Siberian Branch, Russian Academy of Sciences, Irkutsk, Russia 664033;Institute of System Dynamics and Control Theory, Siberian Branch, Russian Academy of Sciences, Irkutsk, Russia 664033
Venue:
Pattern Recognition and Image Analysis
Year:
2013

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Abstract

In this paper we put forward a logical-structure method for recognition of objects on high resolution satellite images. This approach is based on logical reasoning with the use of structural description of objects. A search for object boundaries on an image is implemented as a unification of the built-in predicate line with account for the set of constraints given in the description. Algorithm A* is used to reduce the complexity.