Ultimate Attribute Opening Segmentation with Shape Information

  • Authors:
  • Jorge Hernández;Beatriz Marcotegui

  • Affiliations:
  • Mines ParisTech, CMM- Centre de morphologie mathématique, Mathématiques et Systèmes, Fontainebleau-Cedex, France 77305;Mines ParisTech, CMM- Centre de morphologie mathématique, Mathématiques et Systèmes, Fontainebleau-Cedex, France 77305

  • Venue:
  • ISMM '09 Proceedings of the 9th International Symposium on Mathematical Morphology and Its Application to Signal and Image Processing
  • Year:
  • 2009

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Abstract

In this paper, a method for morphological segmentation using shape information is presented. This method is based on a morphological operator named ultimate attribute opening (UAO ). Our approach considers shape information to favor the detection of specific shapes. The method is validated in the framework of two applications: façade analysis and scene-text detection. The experimental results show that our approach is more robust than the standard UAO .