Table 6.
The PSNR, SSIM, and FSIM values obtained by segmentation criterion.
Images | d | Symmetric Cross-Entropy | Minimum Cross-Entropy | Otsu | Kapur’s Entropy | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
PSNR | SSIM | FSIM | PSNR | SSIM | FSIM | PSNR | SSIM | FSIM | PSNR | SSIM | FSIM | ||
Lena | 2 | 13.2058 | 0.4969 | 0.6978 | 12.2497 | 0.4949 | 0.6976 | 12.0066 | 0.4723 | 0.6897 | 7.7212 | 0.1290 | 0.5866 |
3 | 15.7899 | 0.5628 | 0.7660 | 15.6702 | 0.5607 | 0.7654 | 15.6612 | 0.5362 | 0.7542 | 13.3143 | 0.5223 | 0.6812 | |
4 | 16.5512 | 0.5776 | 0.8029 | 16.2183 | 0.5632 | 0.7956 | 16.2183 | 0.5580 | 0.7954 | 15.4882 | 0.5661 | 0.6985 | |
5 | 17.0899 | 0.6802 | 0.8305 | 16.7296 | 0.6115 | 0.8305 | 16.9276 | 0.5814 | 0.8289 | 17.0600 | 0.5998 | 0.7196 | |
Cameraman | 2 | 12.0475 | 0.5555 | 0.7662 | 11.5227 | 0.5562 | 0.7554 | 11.5288 | 0.5551 | 0.7549 | 11.3573 | 0.4941 | 0.6504 |
3 | 12.8391 | 0.5982 | 0.8097 | 11.5551 | 0.5980 | 0.8074 | 11.5670 | 0.5739 | 0.7910 | 12.4609 | 0.5567 | 0.6530 | |
4 | 16.1448 | 0.6089 | 0.8344 | 12.7883 | 0.6089 | 0.8344 | 12.7883 | 0.5984 | 0.8192 | 12.9698 | 0.5646 | 0.6742 | |
5 | 16.6072 | 0.6384 | 0.8584 | 14.8859 | 0.6276 | 0.8447 | 15.7175 | 0.6175 | 0.8576 | 16.4663 | 0.5876 | 0.6746 | |
Butterfly | 2 | 13.2788 | 0.5266 | 0.7363 | 13.1412 | 0.5266 | 0.7330 | 13.1412 | 0.4730 | 0.7363 | 11.7625 | 0.3130 | 0.7101 |
3 | 15.5515 | 0.5759 | 0.7914 | 14.9690 | 0.5759 | 0.7338 | 14.9690 | 0.5603 | 0.7738 | 14.0402 | 0.4095 | 0.7524 | |
4 | 16.4086 | 0.6147 | 0.8153 | 15.9752 | 0.6147 | 0.8079 | 16.0354 | 0.6183 | 0.8153 | 16.0276 | 0.6435 | 0.7821 | |
5 | 16.6381 | 0.6474 | 0.8281 | 16.0354 | 0.6327 | 0.8143 | 16.1095 | 0.7103 | 0.8182 | 16.5343 | 0.6478 | 0.8136 | |
Lake | 2 | 13.1104 | 0.5017 | 0.7314 | 12.9005 | 0.5002 | 0.7313 | 12.9179 | 0.4781 | 0.7313 | 13.3854 | 0.4398 | 0.6234 |
3 | 16.1352 | 0.5589 | 0.7908 | 14.0479 | 0.5589 | 0.7835 | 14.0479 | 0.5180 | 0.7835 | 16.2402 | 0.5150 | 0.6565 | |
4 | 18.0386 | 0.6572 | 0.8391 | 18.0386 | 0.6071 | 0.8257 | 17.3537 | 0.5589 | 0.8257 | 15.8882 | 0.5346 | 0.6918 | |
5 | 18.6824 | 0.6948 | 0.8623 | 18.4376 | 0.6542 | 0.8412 | 18.2994 | 0.6071 | 0.8360 | 15.8486 | 0.6575 | 0.7275 | |
Barbara | 2 | 14.7227 | 0.4756 | 0.7278 | 12.6622 | 0.4756 | 0.7278 | 13.1800 | 0.4631 | 0.7261 | 14.7227 | 0.4663 | 0.6874 |
3 | 16.3754 | 0.5432 | 0.7943 | 16.3754 | 0.5432 | 0.7942 | 15.6470 | 0.5347 | 0.7943 | 15.8715 | 0.4933 | 0.7339 | |
4 | 16.9175 | 0.6023 | 0.8304 | 16.8855 | 0.6023 | 0.8301 | 16.6012 | 0.5770 | 0.8104 | 15.9885 | 0.5687 | 0.8294 | |
5 | 17.9234 | 0.6553 | 0.8512 | 17.0108 | 0.6545 | 0.8500 | 17.1495 | 0.6064 | 0.8289 | 17.9234 | 0.5913 | 0.8441 | |
Columbia | 2 | 13.8785 | 0.3900 | 0.7056 | 11.2266 | 0.3900 | 0.6707 | 12.7799 | 0.3157 | 0.6707 | 13.8758 | 0.2524 | 0.7020 |
3 | 15.3874 | 0.5372 | 0.7812 | 13.0064 | 0.5372 | 0.7338 | 13.0064 | 0.4605 | 0.7618 | 15.3316 | 0.3551 | 0.7812 | |
4 | 16.2809 | 0.6030 | 0.8030 | 14.7853 | 0.5993 | 0.7827 | 15.2117 | 0.6014 | 0.8000 | 15.9069 | 0.3952 | 0.8030 | |
5 | 16.7908 | 0.6269 | 0.8200 | 15.2117 | 0.6250 | 0.8086 | 15.9069 | 0.6250 | 0.8042 | 16.0853 | 0.3905 | 0.8042 | |
Milkdrop | 2 | 15.8750 | 0.6458 | 0.7313 | 12.9792 | 0.5851 | 0.7242 | 15.8750 | 0.5552 | 0.7266 | 13.3613 | 0.5906 | 0.7075 |
3 | 18.4471 | 0.6644 | 0.7845 | 15.4290 | 0.6063 | 0.7511 | 17.4501 | 0.5968 | 0.7544 | 18.4471 | 0.5956 | 0.7371 | |
4 | 19.3641 | 0.6849 | 0.8207 | 17.2172 | 0.6739 | 0.7627 | 18.3448 | 0.6285 | 0.7985 | 19.2545 | 0.6035 | 0.7525 | |
5 | 19.7948 | 0.6880 | 0.8309 | 19.2545 | 0.6849 | 0.8303 | 19.3641 | 0.6621 | 0.8262 | 19.3641 | 0.6727 | 0.7544 | |
Man | 2 | 14.6403 | 0.4300 | 0.6925 | 11.0410 | 0.3867 | 0.6845 | 12.2389 | 0.3681 | 0.6845 | 14.6403 | 0.4033 | 0.6144 |
3 | 16.4136 | 0.4763 | 0.7664 | 13.7597 | 0.4708 | 0.7657 | 14.1385 | 0.4634 | 0.7636 | 16.4136 | 0.4313 | 0.6393 | |
4 | 17.3328 | 0.5114 | 0.8147 | 13.9758 | 0.5114 | 0.7959 | 16.5070 | 0.5053 | 0.7959 | 16.5070 | 0.4696 | 0.6393 | |
5 | 17.7032 | 0.5753 | 0.8453 | 16.1596 | 0.5570 | 0.8362 | 17.3328 | 0.5517 | 0.8362 | 17.7032 | 0.4696 | 0.6545 |