Graph Cutting in Image Processing Handling with Biological Data Analysis

In this contribution we present graph theoretical approach to image processing focus on biological data. We use the graph cut algorithms and extend them for obtaining segmentation of biological cells. We introduce completely new algorithm for analysis of the resulting data and sorting them into three main categories, which correspond to the certain type of biological death of cells, based on the mathematical properties of segmented elements.