Object segmentation in images with complex background and morphology in the example of pore segmentation on microfiltration membranes

  • Authors:

  • A. V. Tsvetkov

  • Affiliations:

  • Research Laboratory of Machine Vision Systems and Expert Systems (STL MVS and ES), Institute of Management and Information Technology, Branch of St. Petersburg State University, Cherepovets, Russi ...

  • Venue:
  • Pattern Recognition and Image Analysis
  • Year:
  • 2011

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Abstract

In this paper, the problem solution in determining the parameters of microfiltration porous membranes is described. Membrane parameters are found using their microscopic images, which are often of very poor quality (overexposed or have false objects). The technique of preprocessing of the overexposed images is offered, based on morphological filtering.