A robust generic method for grid detection in white light microscopy Malassez blade images in the context of cell counting

Microsc Microanal. 2015 Feb;21(1):239-48. doi: 10.1017/S1431927614013671. Epub 2014 Dec 16.

Abstract

In biology, cell counting is a primary measurement and it is usually performed manually using hemocytometers such as Malassez blades. This work is tedious and can be automated using image processing. An algorithm based on Fourier transform filtering and the Hough transform was developed for Malassez blade grid extraction. This facilitates cell segmentation and counting within the grid. For the present work, a set of 137 images with high variability was processed. Grids were accurately detected in 98% of these images.

Keywords: image analysis.

Publication types

  • Evaluation Study

MeSH terms

  • Algorithms
  • Image Processing, Computer-Assisted / methods*
  • Microscopy / methods*
  • Saccharomyces cerevisiae / cytology*
  • Saccharomyces cerevisiae / growth & development