Segmentation of convex cells with partially undefined edges

  • Authors:
  • I. V. Safonov;G. N. Mavrin;K. A. Kryzhanovsky

  • Affiliations:
  • Samsung Research Center, Moscow, Russia 125047;Department of Informatics and Control Processes, Moscow Engineering Physics Institute (State University), Moscow, Russia 115408;Department of Informatics and Control Processes, Moscow Engineering Physics Institute (State University), Moscow, Russia 115408

  • Venue:
  • Pattern Recognition and Image Analysis
  • Year:
  • 2008

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Abstract

This paper presents an algorithm for segmentation of convex cells with partially undefined edges based on application of a marker-controlled watershed transform to a combination of a source grayscale image and the result of a "geodesic distance" morphological operation, applied to the result of binarization of a source image. The presented approach is used in computer image processing systems for analysis of several industrial materials.