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Student Projects |
Raphaël Mägli | Semester Master Project |
Microengineering section, EPFL | June 2010 |
The aim of this semester project was to combine the Ovuscule (developed at the EPFL) with a Particle Filter
to track cells on a image sequence. The sequences are composed of multiple cells with different
shapes and different brightness. The goal was to be able to track all cells of a defined region
and detect cell division and new cells entering the observed area.
An algorithm was developed including a simple detection of cells. The Particle Filter is the heart
of the algorithm and takes also the speed into account. Additionally a detection of cell division
was implemented so that the algorithm is capable to track cells over a long time. It assigns new
trackers to emerging cells and cells entering the area automatically.
In this project the work was implemented as a Plug-in for the image processing program ImageJ
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