Generate segmentations using the code of the conventional approach and compare this with the neural network segmentation output and the ground truth segmentation. This comparison should be done on segmentations of (1) easy-to-segment cells and (2) difficult-to-segment cells. The difficulty of the segmentations are judged by a human.
Expected result:
Neural network segmentation is significantly closer to the ground truth segmentation than the segmentation of the conventional approach
Generate segmentations using the code of the conventional approach and compare this with the neural network segmentation output and the ground truth segmentation. This comparison should be done on segmentations of (1) easy-to-segment cells and (2) difficult-to-segment cells. The difficulty of the segmentations are judged by a human.
Expected result: