Infrared and Laser Engineering, Volume. 53, Issue 8, 20240198(2024)
Spatial and frequency domain feature decoupling for infrared and visible image fusion
[1] LI L, WANG H, LI C. A review of deep learning fusion methods for infrared and visible light images[J]. Infrared and Laser Engineering, 51, 20220125-356(2022).
[2] SHEN Y, HUANG C H, HUANG F. Research progress of infrared and visible image fusion technology[J]. Infrared and Laser Engineering, 50, 20200467-169(2021).
[6] BAVIRISETTI D P, DHULI R. Two-scale image fusion of visible and infrared images using saliency detection[J]. Infrared Physics & Technology, 76, 52-64(2016).
[7] LI H, WU X J. DenseFuse: A fusion approach to infrared and visible images[J]. IEEE Transactions on Image Processing, 28, 2614-2623(2018).
[11] XU H, WANG X, MA J. DRF: Disentangled representation for visible and infrared image fusion[J]. IEEE Transactions on Instrumentation and Measurement, 70, 1-13(2021).
[12] [12] ZHAO Z, XU S, ZHANG C, et al. DIDFuse: Deep image decomposition f infrared visible image fusion [C]TwentyNinth International Joint Conference on Artificial Intelligence, 2020, 135: 970976.
[14] TANG L, YUAN J, ZHANG H et al. PIAFusion: A progressive infrared and visible image fusion network based on illumination aware[J]. Information Fusion, 83, 79-92(2022).
[16] [16] ZAMIR S W, ARA A, KHAN S, et al. Restmer: Efficient transfmer f highresolution image restation [C]Proceedings of the IEEECVF Conference on Computer Vision Pattern Recognition, 2022: 57285739.
[17] [17] WU Z, LIU Z, LIN J, et al. Lite transfmer with longsht range attention [C]Proceedings of the International Conference on Learning Representations, 2020: 11886.
[18] KINGMA D P, DHARIWAL P. Glow: Generative flow with invertible 1×1 convolutions[J]. Advances in Neural Information Processing Systems, 10, 10236-10245(2018).
[19] [19] QIN Z, ZHANG P, WU F, et al. Fca: Frequency channel attention wks [C]Proceedings of the IEEECVF InterNational Conference on Computer Vision, 2021: 763772.
[21] [21] XU H, MA J, LE Z, et al. Fusiondn: A unified densely connected wk f image fusion [C]Proceedings of the AAAI Conference on Artificial Intelligence, 2020, 34(7): 1248412491.
[24] XU H, MA J, JIANG J et al. U2Fusion: A unified unsupervised image fusion network[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 44, 502-518(2020).
Get Citation
Copy Citation Text
Yan FAN, Qiao LIU, Di YUAN, Yunpeng LIU. Spatial and frequency domain feature decoupling for infrared and visible image fusion[J]. Infrared and Laser Engineering, 2024, 53(8): 20240198
Category:
Received: May. 8, 2024
Accepted: --
Published Online: Oct. 29, 2024
The Author Email: