Automatic segmentation of HeLa cell images

Details Automatic segmentation of HeLa cell images Automatic segmentation of HeLa cell images

2011-01-12

arxiv.org/abs/1101.2312v1

Computer Science

Computer Vision and Pattern Recognition

Scientific paper

In this work, the possibilities for segmentation of cells from their background and each other in digital image were tested, combined and improoved. Lot of images with young, adult and mixture cells were able to prove the quality of described algorithms. Proper segmentation is one of the main task of image analysis and steps order differ from work to work, depending on input images. Reply for biologicaly given question was looking for in this work, including filtration, details emphasizing, segmentation and sphericity computing. Order of algorithms and way to searching for them was also described. Some questions and ideas for further work were mentioned in the conclusion part.

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