[1] Jiayi MA, Yong MA, Chang LI. Infrared and visible image fusion methods and applications： A survey. Information Fusion, 153-178(2019).

[2] Ting WANG. Research and application of infrared image and visible image fusion(2019).

[3] Yufang FENG, Hong YIN, Houqing LU等. Infrared and visible image fusion based on improved convolutional neural network. Computer Engineering, 46, 243-249+257(2020).

[4] Yujia ZUO. Research on key technology of infrared and visible image fusion system based on airborne photoelectric platform. Chinese Academy of Sciences(2017).

[5] T Y JUNG. Visible and NIR image blending for night vision, 110-113(2019).

[6] M G KANG. Sensitivity improvement of extremely low light scenes with rgb-nir multispectral filter array sensor. Sensors, 19, 1256(2019).

[7] C K JUNG, K L ZHOU, J W FENG. FusionNet： Multispectral fusion of RGB and NIR images using two stage convolutional neural networks. IEEE Access, 8, 23912-23919(2020).

[8] B MATTHEW, S SABINE. Multi-spectral SIFT for scene category recognition. RI(12218780).

[9] Chaoying TANG, Shiliang PU, Pengzhao YE等. Fusion of low-light visible and NIR images based on convolutional neural networks. Acta Optica Sinica, 40, 37-45(2020).

[10] Yaochen LIU. Research on fusion method of visible light image and infrared image(2019).

[11] Zetao JIANG, Xiaoyan LIU, Shuo HU. Scene recognition of infrared and visible light fusion images based on CNN. Computer Engineering and Design, 40, 2289-2294(2019).

[12] WANG Lan， Research on action recognition methods based on infrared and visible spectrum(2019).

[13] Yuqing PENG, Xiaosong ZHAO, Huifang TAO等. Hand gesture recognition against complex background based on deep learning. Robot, 41, 534-542(2019).

[14] Zhiyong LONG. Research on infrared and visible image registration and fusion algorithm(2020).

[15] Yu SHEN, Xiaopeng CHEN, Yubin YUAN等. Infrared and visible image fusion based on significant matrix and neural network. Laser & Optoelectronics Progress, 1-16. http：//kns.cnki.net/kcms/detail/31.1690.TN.20200711.1640.002.html

[16] Haonan AN, Ming ZHAO, Shengda PAN等. Infrared target detection algorithm based on pseudo multimodal images. Acta Photonica Sinica, 49, 176-188(2020).

[17] Lu JI, Shijian LIU, Xiao WANG等. Infrared aircraft classification method with small samples based on improved relation network. Acta Optica Sinica, 40, 87-96(2020).

[18] Yu SHEN, Xiaopeng CHEN, Cheng LIU等. Infrared and visible image fusion based on hybrid model driving. Control and Decision, 1-8. https：//doi.org/10.13195/j.kzyjc.2019.1749