Infrared and Visible Image Fusion Method Based on Rolling Guidance Filter and Convolution Sparse Representation

Peipei Pei; Yanchun Yang; Jianwu Dang; Yangping Wang

doi:10.3788/LOP202259.1210001

Journals >Laser & Optoelectronics Progress >Volume 59 >Issue 12 >Page 1210001 > Article

Laser & Optoelectronics Progress
Vol. 59, Issue 12, 1210001 (2022)

Infrared and Visible Image Fusion Method Based on Rolling Guidance Filter and Convolution Sparse Representation

Peipei Pei, Yanchun Yang^*, Jianwu Dang, and Yangping Wang

Author Affiliations

School of Electronic and Information Engineering, Lanzhou Jiaotong University, Lanzhou 730070, Gansu , China

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DOI: 10.3788/LOP202259.1210001 Cite this Article Set citation alerts

Peipei Pei, Yanchun Yang, Jianwu Dang, Yangping Wang. Infrared and Visible Image Fusion Method Based on Rolling Guidance Filter and Convolution Sparse Representation[J]. Laser & Optoelectronics Progress, 2022, 59(12): 1210001 Copy Citation Text

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Fig. 1. Basic framework of RGF

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Fig. 2. Block diagram of fusion method

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Fig. 3. Infrared and visible source images

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Fig. 4. Fused results

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Fig. 5. Objective eualuation index line charts

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Image	Index	RGF	BRG	GSF	IFCNN	GF	Proposed method
Image 1	AG	6.5371	3.2622	3.4793	3.5446	5.0065	9.3950
	STD	34.5799	37.3112	23.271	28.1781	31.6452	44.6081
	EN	6.4991	6.7917	6.0923	6.0091	6.2107	6.7468
	SF	18.8599	11.3041	9.5233	13.4409	15.3713	27.9188
	Cross-en	2.7457	3.3845	4.0462	2.5451	3.8527	1.9400
	VIFF	0.5516	0.6487	0.3002	0.5399	0.4893	0.7684
Image 2	AG	2.8988	2.0370	2.4462	2.6647	1.8168	4.3801
	STD	17.434	19.8430	21.8003	17.6920	15.1546	27.6372
	EN	5.4740	5.8082	5.7601	5.7195	5.3317	5.8868
	SF	9.3740	6.6059	7.0545	8.2136	6.0964	14.2069
	Cross-en	3.6647	5.1014	2.56	3.5740	4.4053	2.4476
	VIFF	0.3261	0.1722	0.2897	0.4572	0.2358	0.5118
Image 3	AG	7.6280	5.5690	5.4342	6.5403	5.6152	11.7243
	STD	39.6566	33.9332	28.6693	31.763	38.2669	50.2896
	EN	7.2330	6.8988	6.8257	7.1991	7.0687	7.5864
	SF	18.657	13.5789	12.5925	16.5461	14.0436	29.2282
	Cross-en	1.7122	2.1681	1.3939	1.5159	2.4115	0.9178
	VIFF	0.3185	0.1774	0.2288	0.2887	0.2577	0.4736
Image 4	AG	9.2608	5.5604	4.7007	6.1277	5.6699	14.0437
	STD	30.6555	28.5419	21.7855	27.2593	27.4686	40.1952
	EN	6.7471	6.6317	6.3358	6.5231	6.4190	7.1678
	SF	23.6380	12.3144	9.6573	13.6081	14.4696	34.4475
	Cross-en	0.1749	2.1896	0.9467	0.2193	0.2971	0.1983
	VIFF	0.3860	0.2258	0.2626	0.2912	0.3385	0.5375

Table 1. Objective evaluation index of fusion results of different source images obtained by different methods

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