Figure 23
From: A fast and robust hepatocyte quantification algorithm including vein processing
Comparison. Overlaid results of CellProfiler pipeline with watershed (left) and our pipeline (right) for image D2-CV1 are shown. The greenish dots denote the expert-defined groundtruth. Watershed (left image) successfully separates overlapping cells, but many of the false positives can be eliminated if more sophisticated size and roundness filters are applied. Our pipeline with Hough transformation and vein exclusion allows for the more exact target cells detection.