DocumentCode
3426731
Title
Life cell tracking in microscopic images for high-content screening
Author
Perner, Horst ; Perner, Petra
Author_Institution
Inst. of Comput. Vision & Appl. Comput. Sci., Leipzig, Germany
fYear
2009
fDate
2-5 Aug. 2009
Firstpage
1
Lastpage
4
Abstract
Live-Cell Assays are used to study the dynamic functional cellular processes in high-content screening of drug discovery processes. One class of tasks in this application is the tracking of cells and the description of the events and the changes in the cell characteristics. The large amount of data requires fast processing algorithms and compact object and event descriptions. We propose in this paper a similarity-based approach for motion detection of the entire cell. Results are given on a test series from a real drug discovery process.
Keywords
cell motility; drugs; image motion analysis; medical image processing; cell motion detection; data fast processing algorithm; drug discovery process; dynamic functional cellular process; high-content screening; life cell tracking; microscopic images; Classification tree analysis; Computer vision; Data mining; Drugs; Filters; Focusing; Microscopy; Motion detection; Motion pictures; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer-Based Medical Systems, 2009. CBMS 2009. 22nd IEEE International Symposium on
Conference_Location
Albuquerque, NM
ISSN
1063-7125
Print_ISBN
978-1-4244-4879-1
Electronic_ISBN
1063-7125
Type
conf
DOI
10.1109/CBMS.2009.5255317
Filename
5255317
Link To Document