Research Article
Fuzzy Multilevel Image Thresholding Based on Modified Quick Artificial Bee Colony Algorithm and Local Information Aggregation
Table 6
The running time to convergence for EMO, ABC, MQABC, FDE, FMQABC, and FMQABCA.
| Image | M | Running time (second) | EMO | ABC | MQABC | FDE | FMQABC | FMQABCA |
| Baboon | 4 | 6.700095 | 2.176596 | 2.131156 | 3.665105 | 2.234492 | 2.983749 | 5 | 8.389706 | 2.269232 | 2.021364 | 5.288985 | 3.032174 | 3.766464 |
| Lena | 4 | 6.598210 | 2.202426 | 2.000834 | 3.847913 | 2.179925 | 3.307005 | 5 | 8.202104 | 2.275810 | 2.001621 | 5.351902 | 3.809324 | 4.252020 |
| Aeroplane | 4 | 7.877475 | 2.439630 | 2.318803 | 4.966922 | 2.562252 | 2.957771 | 5 | 9.311095 | 2.590907 | 2.448975 | 6.188636 | 3.045369 | 3.810145 |
| Swan | 4 | 7.778865 | 2.520282 | 2.305300 | 4.741355 | 2.194570 | 2.958491 | 5 | 9.368673 | 3.253198 | 3.045478 | 6.227627 | 3.575132 | 4.198971 |
| Ladyhand | 4 | 7.637196 | 2.582458 | 2.580046 | 4.742558 | 3.066803 | 3.515309 | 5 | 9.254623 | 3.219210 | 2.962865 | 6.399271 | 4.435080 | 5.078334 |
| Starfish | 4 | 7.722705 | 3.271955 | 3.013681 | 4.995923 | 2.806032 | 3.178964 | 5 | 9.123489 | 3.358983 | 3.075762 | 6.647341 | 4.417617 | 4.978053 |
| Mountain | 4 | 7.732155 | 2.408338 | 2.340408 | 4.723301 | 2.517399 | 3.096332 | 5 | 9.190040 | 3.063349 | 2.940541 | 6.345679 | 3.073803 | 4.989546 |
| Building | 4 | 7.612425 | 2.532897 | 2.452882 | 4.825658 | 2.951447 | 3.996561 | 5 | 9.296582 | 3.184240 | 2.981036 | 6.318346 | 3.586839 | 4.960509 |
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