Acta Photonica Sinica, Volume. 53, Issue 8, 0810004(2024)
A Dual Branch Edge Convolution Fusion Network for Infrared and Visible Images
[1] Changqi SUN, Cong ZHANG, Naixue XIONG. Infrared and visible image fusion techniques based on deep learning: a review. Electronics, 9, 2162(2020).
[2] Yu LIU, Shuping LIU, Zengfu WANG. A general framework for image fusion based on multi-scale transform and sparse representation. Information Fusion, 24, 147-164(2015).
[3] Jiayi MA, Chen CHEN, Chang LI et al. Infrared and visible image fusion via gradient transfer and total variation minimization. Information Fusion, 31, 100-109(2016).
[4] Gao HUANG, Zhuang LIU, L VAN DER MAATEN et al. Densely connected convolutional networks, 4700-4708(2017).
[5] Hui LI, Xiaojun WU. DenseFuse: a fusion approach to infrared and visible images. IEEE Transactions on Image Processing, 28, 2614-2623(2018).
[6] Jiayi MA, Wei YU, Pengwei LIANG et al. FusionGAN: a generative adversarial network for infrared and visible image fusion. Information Fusion, 48, 11-26(2019).
[7] Han XU, Jiayi MA, Junjun JIANG et al. U2Fusion: a unified unsupervised image fusion network. IEEE Transactions on Pattern Analysis and Machine Intelligence, 44, 502-518(2020).
[8] Yu ZHANG, Yu LIU, Peng SUN et al. IFCNN: a general image fusion framework based on convolutional neural network. Information Fusion, 54, 99-118(2020).
[9] Hao ZHANG, Jiayi MA. SDNet: a versatile squeeze-and-decomposition network for real-time image fusion. International Journal of Computer Vision, 129, 2761-2785(2021).
[10] Hui LI, Xiaojun WU, Tariq DURRANI. NestFuse: an infrared and visible image fusion architecture based on nest connection and spatial/channel attention models. IEEE Transactions on Instrumentation and Measurement, 69, 9645-9656(2020).
[11] Linfeng TANG, Jiteng YUAN, Hao ZHANG et al. PIAFusion: a progressive infrared and visible image fusion network based on illumination aware. Information Fusion, 83, 79-92(2022).
[12] Linfeng TANG, Jiteng YUAN, Jiayi MA. Image fusion in the loop of high-level vision tasks: a semantic-aware real-time infrared and visible image fusion network. Information Fusion, 82, 28-42(2022).
[13] Zhishe WANG, Yanlin CHEN, Wenyu SHAO et al. SwinFuse: a residual swin transformer fusion network for infrared and visible images. IEEE Transactions on Instrumentation and Measurement, 71, 1-12(2022).
[14] Ze LIU, Yutong LIN, Yue CAO et al. Swin transformer: hierarchical vision transformer using shifted windows, 10012-10022(2021).
[15] Shanghua GAO, Mingming CHENG, Kai ZHAO et al. Res2net: a new multi-scale backbone architecture. IEEE Transactions on Pattern Analysis and Machine Intelligence, 43, 652-662(2019).
[16] Xu SONG, Yongbiao XIAO, Hui LI et al. Res2NetFuse: a fusion method for infrared and visible images(2023).
[17] Xin FENG, Jieming YANG, Hongde ZHANG et al. Infrared and visible image fusion based on dual channel residual dense network. Acta Photonica Sinica, 52, 1110003(2023).
[18] Shuai HAO, Jiahao LI, Xu MA et al. Infrared and visible image fusion algorithm based on feature optimization and GAN. Acta Photonica Sinica, 52, 1210004(2023).
[19] Zhancheng ZHANG, Yuanhao GAO, Mengyu XIONG et al. A joint convolution auto-encoder network for infrared and visible image fusion. Multimedia Tools and Applications, 82, 29017-29035(2023).
[20] Zhaoyu CHEN, Hongbo FAN, Meiyan MA et al. FECFusion: infrared and visible image fusion network based on fast edge convolution. Mathematical Biosciences and Engineering: MBE, 20, 16060-16082(2023).
[21] WOO S , J PARK, J Y LEE et al. Cbam: convolutional block attention module, 3-19(2018).
[22] Zhou WANG, E P SIMONCELLI, A C BOVIK. Multiscale structural similarity for image quality assessment, 2, 1398-1402(2003).
[23] A TOET. The TNO multiband image data collection. Data in Brief, 15, 249-251(2017).
[24] C S XYDEAS, V PETROVIC. Objective image fusion performance measure. Electronics Letters, 36, 308-309(2000).
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Hongde ZHANG, Xin FENG, Jieming YANG, Guohang QIU. A Dual Branch Edge Convolution Fusion Network for Infrared and Visible Images[J]. Acta Photonica Sinica, 2024, 53(8): 0810004
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Received: Jan. 2, 2024
Accepted: Feb. 28, 2024
Published Online: Oct. 15, 2024
The Author Email: FENG Xin (149495263@qq.com)