Research Article
Hierarchical Artificial Bee Colony Optimizer with Divide-and-Conquer and Crossover for Multilevel Threshold Image Segmentation
Table 8
The mean CPU time of the compared population-based methods on Otsu algorithm.
| Dim.
| Alg. | HABC | ABC | PSO | CMA-ES | EGA |
|
2D | 0.8575 | 0.7954 | 0.2126 | 0.2438 | 2.4755 | 3D | 0.8956 | 0.8422 | 0.2398 | 0.2876 | 3.1928 | 4D | 0.8982 | 0.8607 | 0.2395 | 0.3106 | 4.3953 | 5D | 0.6322 | 0.8861 | 0.2677 | 0.3061 | 1.1138 | 7D | 1.0136 | 0.9830 | 0.2944 | 0.4403 | 1.6599 | 9D | 1.0461 | 0.9201 | 0.4356 | 0.4445 | 2.3235 |
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