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.

ImageMRunning time (second)
EMOABCMQABCFDEFMQABCFMQABCA

Baboon46.7000952.1765962.1311563.6651052.2344922.983749
58.3897062.2692322.0213645.2889853.0321743.766464

Lena46.5982102.2024262.0008343.8479132.1799253.307005
58.2021042.2758102.0016215.3519023.8093244.252020

Aeroplane47.8774752.4396302.3188034.9669222.5622522.957771
59.3110952.5909072.4489756.1886363.0453693.810145

Swan47.7788652.5202822.3053004.7413552.1945702.958491
59.3686733.2531983.0454786.2276273.5751324.198971

Ladyhand47.6371962.5824582.5800464.7425583.0668033.515309
59.2546233.2192102.9628656.3992714.4350805.078334

Starfish47.7227053.2719553.0136814.9959232.8060323.178964
59.1234893.3589833.0757626.6473414.4176174.978053

Mountain47.7321552.4083382.3404084.7233012.5173993.096332
59.1900403.0633492.9405416.3456793.0738034.989546

Building47.6124252.5328972.4528824.8256582.9514473.996561
59.2965823.1842402.9810366.3183463.5868394.960509