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
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;
Conference_Titel :
Computer-Based Medical Systems, 2009. CBMS 2009. 22nd IEEE International Symposium on
Conference_Location :
Albuquerque, NM
Print_ISBN :
978-1-4244-4879-1
Electronic_ISBN :
1063-7125
DOI :
10.1109/CBMS.2009.5255317
