VGG-UNet/VGG-SegNet Supported Automatic Segmentation of Endoplasmic Reticulum Network in Fluorescence Microscopy Images

Table 2

Necessary performance values computed for the chosen FMI.

CNN scheme	AC (%)	PR (%)	SE (%)	SP (%)	(%)	NPV (%)
U-Net	97.5347	91.8695	90.5602	98.6818	91.2101	98.4510
SegNet	97.4928	91.6905	90.4762	98.6490	91.0793	98.4342
Res-UNet	97.7216	93.4400	90.2754	98.9524	91.8305	98.4015
VGG-UNet	99.6312	97.4816	100	99.5697	98.7248	100
VGG-SegNet	99.5431	99.5431	100	99.4679	98.4096	100