Research Article

Modified Discrete Grey Wolf Optimizer Algorithm for Multilevel Image Thresholding

Table 5

STD metrics of MTEMO, DE, ABC, GWO, and MDGWO.

ImageMTEMODEABCGWOMDGWO

Camerman20.18491.25920.12350.16970.0462
30.16491.76010.21220.22870.0758
40.29432.19950.30030.36270.0659
50.29992.65790.27840.42780.1964

Lena20.09691.29020.03490.15360.0126
30.16651.78220.13000.35700.0264
40.28002.21040.18720.59650.0939
50.25152.59920.18270.59460.1570

Baboon20.01081.28620.03580.21710.0102
30.03931.76780.02020.43760.0156
40.17272.21260.16100.29860.1184
50.28682.62390.26600.53770.2316

Butterfly20.09031.27080.07500.21790.0465
30.22071.74290.29520.27120.2036
40.24822.23680.39060.48080.2415
50.29002.65710.48180.50960.2684

Maize20.03561.35010.02180.35710.0188
30.12221.86120.09010.22250.0270
40.23052.32300.26050.39030.0927
50.25022.74610.38340.45840.1677

Sea Star20.10731.35470.10880.17280.0290
30.14971.87410.17520.20280.0374
40.15962.33070.18170.50320.1119
50.26392.75500.21800.45500.1437

Smiling Girl20.03771.25160.03180.18340.0111
30.09551.73110.05770.17120.0242
40.19662.18780.10940.25080.0781
50.15502.59890.27680.52730.1302

Surfer20.05791.32130.03030.26810.0245
30.10021.83370.16460.30140.0996
40.33822.33170.16860.31620.1424
50.36902.78460.25800.38150.1706