What is cell nuclei segmentation?
Cell nuclei segmentation is a fundamental task in microscopy image analysis, based on which multiple biological related analysis can be performed.
How do you segment nuclei?
To segment nuclei, we use Mask R-CNN which achieves state-of-the-art object segmentation performance in the field of computer vision. In addition, we perform multiple inference as a post-processing step to boost segmentation performance. We evaluate our segmentation method on two different datasets.