Compressed Sensing and Low-Rank Matrix Decomposition in Multisource Images Fusion

Table 1

The fusion result of different methods.

Images	Measures	Our method	Method 1 [17]	Method 2 [18]
Figures 1(a) and 1(b)	𝐸	7.3026	7.2996	7.3012
	MI	6.7899	6.7741	6.7560
	AG	2.9150	2.8183	2.8250
	SD	10.6438	10.6607	10.6643
	𝐽	0.3438	0.3428	0.3432
	UIQI	0.9832	0.9901	0.9943
	CC	0.9881	0.9884	0.9882
Figures 1(c) and 1(d)	𝐸	6.1440	6.4647	6.5612
	MI	5.0346	3.6546	3.9025
	AG	7.3064	6.1164	7.1345
	SD	8.7785	8.7267	8.9131
	𝐽	6.0068	0.5881	6.9546
	UIQI	0.5446	0.5328	0.5421
	CC	0.6547	0.6459	0.6425
Figures 1(e) and 1(f)	𝐸	7.6970	7.5243	7.6133
	MI	7.3204	5.7659	4.3234
	AG	10.1423	7.4218	9.3781
	SD	11.3244	10.6344	11.2825
	𝐽	0.6622	0.6729	0.7545
	UIQI	0.7144	0.7204	0.7131
	CC	0.8395	0.8782	0.8179
Figures 1(g) and 1(h)	𝐸	6.6827	6.2301	7.0025
	MI	2.1098	1.4961	1.5836
	AG	5.3866	3.5715	6.6887
	SD	8.5479	7.8916	8.7738
	𝐽	0.5097	0.8127	0.2107
	UIQI	0.9116	0.9244	0.9079
	CC	0.5242	0.6333	0.4697