Table 7 Taxonomy of segmentation evaluation approaches
From: Survey statistics of automated segmentations applied to optical imaging of mammalian cells
Taxonomy of segmentation evaluation | Subjective | Â | Â | Â | Â |
Objective | System Level | Â | Â | Â | |
Direct | Analytical | Â | Â | ||
Empirical | Unsupervised | Object level (counts, centroids) | |||
Pixel level (boundaries) | |||||
Supervised | Object level (counts, centroids) | ||||
Pixel level (boundaries) |