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Updated: Apr 19, 2026

Area-based Image Analysis Algorithm for Quantification of Macrophage-fibroblast Cocultures
Published on: February 15, 2022
A robust generic method for grid detection in white light microscopy Malassez blade images in the context of cell
Ambroise Marin1, Emmanuel Denimal1, Stéphane Guyot2
11Service Systèmes d'Information,AgroSup Dijon,26 boulevard Docteur Petitjean,21000 Dijon,France.
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.

