Acta Optica Sinica, Volume. 39, Issue 10, 1015001(2019)
Infrared and Visible Image Fusion Method Based on Convolutional Auto-Encoder and Residual Block
Figures & Tables(12)
![The first group of image fusion contrast experiments. (a) Infrared image; (b) visible image; (c) method in Ref. [15]; (d) method in Ref. [16]; (e) method in Ref. [17]; (f) method in Ref. [18]; (g) proposed method](/Images/icon/loading.gif){kind=icon}
Fig. 6. The first group of image fusion contrast experiments. (a) Infrared image; (b) visible image; (c) method in Ref. [15]; (d) method in Ref. [16]; (e) method in Ref. [17]; (f) method in Ref. [18]; (g) proposed method
Fig. 7. The second group of image fusion contrast experiments. (a) Infrared image; (b) visible image; (c) method in Ref. [15]; (d) method in Ref. [16]; (e) method in Ref. [17]; (f) method in Ref. [18]; (g) proposed method
Fig. 8. The third group of image fusion contrast experiments. (a) Infrared image; (b) visible image; (c) method in Ref. [15]; (d) method in Ref. [16]; (e) method in Ref. [17]; (f) method in Ref. [18]; (g) proposed method
Fig. 9. Partial results of image fusion contrast experiments. (a1)-(a6) Infrared images; (b1)-(b6) visible images; (c1)-(c6) method in Ref. [15]; (d1)-(d6) method in Ref. [16]; (e1)-(e6) method in Ref. [17]; (f1)-(f6) method in Ref. [18]; (g1)-(g6) proposed method
Table 1. Objective evaluation indicators of the first group of comparative experimental results
View tableTable 1. Objective evaluation indicators of the first group of comparative experimental results
Fusion method IE SD AG MI Method in Ref. [15] 6.7072 37.049 3.5297 22.3850 Method in Ref. [16] 6.1381 32.436 3.3973 30.7770 Method in Ref. [17] 6.6984 33.590 3.3490 22.7620 Method in Ref. [18] 6.7510 35.192 3.4359 23.1432 Proposed method 6.6411 38.270 4.1455 31.8710
Table 2. Objective evaluation indicators of the second group of comparative experimental results
View tableTable 2. Objective evaluation indicators of the second group of comparative experimental results
Fusion method IE SD AG MI Method in Ref. [15] 7.1000 53.673 3.8040 15.6260 Method in Ref. [16] 6.9540 49.513 4.2530 16.5480 Method in Ref. [17] 6.9710 52.781 3.7172 19.3090 Method in Ref. [18] 7.1947 51.664 4.4496 13.0329 Proposed method 7.4754 58.703 4.4842 24.5260
Table 3. Objective evaluation indicators of the third group of comparative experimental results
View tableTable 3. Objective evaluation indicators of the third group of comparative experimental results
Fusion method IE SD AG MI Method in Ref. [15] 7.4114 39.817 3.0124 17.6580 Method in Ref. [16] 7.1459 35.916 3.6467 17.6800 Method in Ref. [17] 7.0764 34.879 3.1716 16.9430 Method in Ref. [18] 7.1703 37.727 3.3523 21.7977 Proposed method 7.3484 41.758 3.8451 27.3920
Tools
Get Citation
Copy Citation Text
Zetao Jiang, Yuting He. Infrared and Visible Image Fusion Method Based on Convolutional Auto-Encoder and Residual Block[J]. Acta Optica Sinica, 2019, 39(10): 1015001
Paper Information
Category: Machine Vision
Received: Apr. 23, 2019
Accepted: May. 31, 2019
Published Online: Oct. 9, 2019
The Author Email: He Yuting (839191881@qq.com)
© Copyright 2018-2021 | Chinese Laser Press.
All Rights Reserved 沪ICP备15018463号-20