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On Integer Programming Approaches for Morphological Template Decomposition Problems in Computer Vision
Authors:P Sussner  PM Pardalos  GX Ritter
Institution:(1) University of Florida, Gainesville, FL, 32611
Abstract:In morphological image processing and analysis, a template or structuringelement is applied to an image. Often savings in computation time and abetter fit to the given computer architecture can be achieved by using thetechnique of template decomposition. Researchers have written a multitude ofpapers on finding such decompositions for special classes of templates.Justifying recent integer programming approaches to the morphologicaltemplate decomposition problem in its general form, this paper proves theNP-completeness of this problem.
Keywords:computer vision  mathematical morphology  template decomposition  complexity  integer programming
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