Fusion of fuzzy spatial relations

  • Authors:
  • Nadeem Salamat;El-hadi Zahzah

  • Affiliations:
  • Laboratoire de Mathematiques, Images et Applications, Université de La Rochelle, France;Laboratoire de Mathematiques, Images et Applications, Université de La Rochelle, France

  • Venue:
  • HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part I
  • Year:
  • 2010

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Abstract

Spatial relations are essential for understanding the image configuration and modeling common sense knowledge In most of existing methods, topological, directional and distance spatial relations are computed separately as they have separate application domains Introduction of Temporal Geographic Information System (TGIS), spatio-temporal reasoning and study of spatio-temporal relations required the computation of topological and metric spatial relations together. In this paper the fuzzy topological and directional relations are integrated with the help of fuzzy Allen relations and directions are evaluated by specific fuzzy membership functions A matrix of fuzzy relations is developed where the topological and directional relations are integrated for a 2D scene Experiments are performed to validate the proposed method The results are analyzed and interpreted from histograms.