DenMerD: a feature enhanced approach to radar beam blockage correction with edge-cloud computing

Journal of Cloud Computing

Advances, Systems and Applications

Table 3 A comparative assessment of POD

dBZ	Dataset	VGG	DenseNet	DFNet	RC-FCN	DenMerD^*
55-60	Rectangular Mask	0.0172	0.0163	0.0132	0.0189	0.0251
50-55		0.0995	0.0825	0.0875	0.0885	0.1099
45-50		0.2941	0.2028	0.2534	0.2956	0.2986
40-45		0.2965	0.2386	0.2357	0.2980	0.3089
35-40		0.2770	0.2062	0.2169	0.2215	0.2674
30-35		0.3878	0.3236	0.3552	0.3882	0.3898
25-30		0.3054	0.2441	0.2576	0.2021	0.3080
20-25		0.3565	0.3288	0.3379	0.3572	0.3577
15-20		0.3014	0.2965	0.2889	0.1633	0.3088
10-15		0.3441	0.3284	0.3425	0.3631	0.3530
5-10		0.4275	0.4425	0.4128	0.6029	0.4442
0-5		0.3814	0.3755	0.3749	0.3669	0.3951
-20-0		0.4483	0.4672	0.4442	0.5937	0.4380
NULL		0.8968	0.9053	0.9162	0.9354	0.9175
55-60	Irregular Mask	0.0163	0.0156	0.0135	0.0172	0.0254
50-55		0.0893	0.0819	0.0992	0.0872	0.1134
45-50		0.2923	0.2011	0.2547	0.2965	0.2975
40-45		0.2952	0.2375	0.2362	0.1853	0.3071
35-40		0.2761	0.2060	0.2156	0.2788	0.2793
30-35		0.3852	0.3234	0.3869	0.2829	0.3902
25-30		0.3041	0.2439	0.3055	0.2026	0.3077
20-25		0.3552	0.3277	0.3371	0.3557	0.3568
15-20		0.3051	0.3066	0.2876	0.1645	0.3091
10-15		0.3434	0.3275	0.3436	0.3629	0.3532
5-10		0.4267	0.4411	0.4134	0.6031	0.4438
0-5		0.3813	0.3742	0.3833	0.3672	0.3949
-20-0		0.4477	0.4662	0.4458	0.5921	0.4372
NULL		0.8965	0.9048	0.9169	0.9351	0.9188