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

Journal of Cloud Computing

Advances, Systems and Applications

Table 2 A comparative assessment of FAR

dBZ	Dataset	VGG	DenseNet	DFNet	RC-FCN	DenMerD^*
55-60	Rectangular Mask	0.0446	0.0645	0.0578	0.1958	0.0464
50-55		0.1923	0.2545	0.3253	0.3386	0.2089
45-50		0.6052	0.5916	0.5575	0.4965	0.4814
40-45		0.6992	0.6852	0.7001	0.6052	0.5965
35-40		0.6335	0.6966	0.7585	0.6221	0.6088
30-35		0.6321	0.6954	0.6853	0.7172	0.6319
25-30		0.6264	0.6693	0.7622	0.6235	0.6143
20-25		0.6358	0.6764	0.6462	0.6342	0.6295
15-20		0.6202	0.6602	0.7589	0.7461	0.6121
10-15		0.5857	0.6053	0.5859	0.5654	0.5742
5-10		0.5203	0.5329	0.5201	0.4629	0.5194
0-5		0.4859	0.4833	0.4935	0.4913	0.4736
-20-0		0.2806	0.3412	0.3529	0.3711	0.2724
NULL		0.1685	0.1761	0.1777	0.0979	0.1782
55-60	Irregular Mask	0.0478	0.0654	0.0453	0.1962	0.0461
50-55		0.1956	0.2549	0.3268	0.1948	0.2092
45-50		0.4998	0.5925	0.4871	0.6507	0.4818
40-45		0.6067	0.6023	0.7015	0.6991	0.5969
35-40		0.6349	0.6973	0.7592	0.6281	0.6095
30-35		0.6334	0.6961	0.6868	0.7178	0.6323
25-30		0.6279	0.6703	0.7639	0.6153	0.6147
20-25		0.6361	0.6774	0.6329	0.7538	0.6302
15-20		0.6232	0.6615	0.7597	0.6192	0.6167
10-15		0.5869	0.6069	0.5863	0.5662	0.5756
5-10		0.5232	0.5331	0.5212	0.4633	0.5211
0-5		0.4862	0.4837	0.4948	0.4919	0.4731
-20-0		0.2809	0.342	0.3539	0.2789	0.2737
NULL		0.1664	0.1772	0.1661	0.0984	0.1789