The Software: Measurarty
The third part of our project is our software `Measurarty`. The software will allow us to analyze the fluorescence emitted by our sensor cells in a more advanced and better way than just using a simple tresholding technique. We will utilize a modern segmentation algorithm in combination with further, detailed image processing algorithms.
At the core of our segmentation algorithm is a Statistical Region Merging1 implementation written for Qt enabled C++.
Statistical Region Merging (SRM) is a straight-forward technique for creating regions in an image. Such regions then can be used for region-based image segmentation, the core of most image analysis softwares. Additionally, segmenting regions, instead of single pixels, brings an enormous performance improvement.
To the knowledge of this team, most SRM implementations only use region-size and color gradients for region creation.
We are going to change that.
Over the next few months the computational devision of our team will develop an easy-to-use, easy-to-run software for image analysis of color-based image analytics.
For this purpose we would like to present our novel approach in this wiki, and formulas will help you to understand our algorithm. Until the math-tag in MediaWiki is working again, MathJax will provide us with a $\LaTeX$ environment!
1. [Nock, R.; Nielsen, F., "Statistical region merging," Pattern Analysis and Machine Intelligence, IEEE Transactions on , vol.26, no.11, pp.1452,1458, Nov. 2004]↩
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