Detection of blood cells

Chetverykov, G. G.; Tereshchenko, G.; Konarieva, I.

Публікація:
Detection of blood cells

dc.contributor.author	Chetverykov, G. G.
dc.contributor.author	Tereshchenko, G.
dc.contributor.author	Konarieva, I.
dc.date.accessioned	2021-11-28T15:14:11Z
dc.date.available	2021-11-28T15:14:11Z
dc.date.issued	2019
dc.description.abstract	The structure of the medical image analysis system is considered. The algorithm of the blood cell recognition system is given. Formulated the main tasks to be solved during the morphological analysis of blood. The requirements for the algorithm in determining the leukocyte formula and the detection of blood corpuscles on a smear were determined. A model of color-brightness characteristics is proposed for describing typical images of a blood smear. The threshold values of the sizes of objects are determined when searching for cells. A histogram of the brightness of a typical field of view was investigated. A two-step algorithm for detecting blood cells is described, as well as an algorithm for constructing a dividing line on the plane of relative colors. The results of experiments on real preparations are given. The causes of detection errors are considered.	uk_UA
dc.identifier.citation	Chetverykov G. Detection of blood cells / Chetverykov G., Tereshchenko G., Konarieva I. // Бионика интеллекта : научно-технический журнал. – 2019. – № 1 (92). – С. 26–30.	uk_UA
dc.identifier.uri	https://openarchive.nure.ua/handle/document/18416
dc.language.iso	en	uk_UA
dc.publisher	ХНУРЕ	uk_UA
dc.subject	Cell counting	uk_UA
dc.subject	Digital microscopy	uk_UA
dc.subject	Image segmentation	uk_UA
dc.title	Detection of blood cells	uk_UA
dc.type	Article	uk_UA
dspace.entity.type	Publication