ANN | AJI | aHD | F1 score |
FCN | 0.494 | 8.132 | 0.701 |
U-net | 0.588 | 6.243 | 0.722 |
GAN | 0.600 | 5.719 | 0.782 |
Mask R-CNN | 0.601 | 5.721 | 0.801 |
Proposed | 0.664 | 4.611 | 0.825 |
aHD, average Pompeiu-Hausdorff distance; AJI, Aggregated Jaccard Index; ANN, Artificial Neural Network; FCN, Fully Convolutional Network; GAN, generative adversarial network; RCNN, Region Based Convolutional Neural Networks.