2014
DOI: 10.1017/s1431927614013671
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A Robust Generic Method for Grid Detection in White Light Microscopy Malassez Blade Images in the Context of Cell Counting

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 … Show more

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Cited by 5 publications
(5 citation statements)
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“…13 values were close to those obtained by Xoca-Orozco et al 26 for their study on avocado and Riviera-Vargas et al 27 for their work on mango. For these authors, the length and width of the conidia of Colletotrichum sp., isolates belong to Colletotrichum gloeosporioides and they vary from 9-24 µm for the length and 3-4.5 µm for the width 24 or from 12-20 µm and 3.5-6 µm 25 . However, studies by Freeman et al 13 and those by the Kamdoum et al 4 and Phoulivong et al 28 on the same fruits reveal the presence not only of C. gloeosporioides but also of C. acutatum.…”
Section: Discussionmentioning
confidence: 99%
“…13 values were close to those obtained by Xoca-Orozco et al 26 for their study on avocado and Riviera-Vargas et al 27 for their work on mango. For these authors, the length and width of the conidia of Colletotrichum sp., isolates belong to Colletotrichum gloeosporioides and they vary from 9-24 µm for the length and 3-4.5 µm for the width 24 or from 12-20 µm and 3.5-6 µm 25 . However, studies by Freeman et al 13 and those by the Kamdoum et al 4 and Phoulivong et al 28 on the same fruits reveal the presence not only of C. gloeosporioides but also of C. acutatum.…”
Section: Discussionmentioning
confidence: 99%
“…at high osmotic pressure), blurry or out‐of‐focus (where cells and Malassez grid were not always in the same focal plane) could not be recorded. To avoid potential counting errors due to refraction of light by glycerol, images were analysed using a counting algorithm based on Fourier transform filtering and the Hough transform and allowing complete erasing of the Malassez grid without altering yeast (Marin et al ., 2014; Denimal et al ., 2015).…”
Section: Methodsmentioning
confidence: 99%
“…Hyphomicrobium sp. bacteria was obtained from the identification of mixed bacteria used in methane formation and the concentration was calculated using the counting chamber method with a hemocytometer (Marin et al, 2014).…”
Section: Stages Of Methane Formationmentioning
confidence: 99%