Infrared Technology, Volume. 44, Issue 12, 1293(2022)
Infrared and Visible Image Fusion Based on Transform Domain VGGNet19
[1] [1] MA Jiayi, MA Yong, LI Chang. Infrared and visible image fusion methods and applications: a survey[J]. Information Fusion, 2019, 45: 153-178.
[4] [4] MA Cong, MIAO Zhenjiang, ZHANG Xiaoping, et al. A saliency prior context model for real-time object tracking[J]. IEEE Transactions on Multimedia, 2017, 19(11): 24152424.
[5] [5] HU Wenrui, YANG Yehui, ZHANG Wensheng, et al. Moving object detection using Tensor based low-rank and saliently fused-sparse decomposition[J]. IEEE Transactions on Image Processing, 2017, 26(2): 724-737.
[9] [9] HOU Ruichao, ZHOU Dongming, NIE Rencan, et al. VIF-net: an unsupervised framework for infrared and visible image fusion[J]. IEEE Transactions on Computational Imaging, 2020(6): 640-6521.
[10] [10] LIU Yu, CHEN Xun, HU Peng, et al. Multi-focus image fusion with a deep convolutional neural network[J]. Information Fusion, 2017, 36: 191-207.
[11] [11] MA Jiayi, YU Wei, LIANG Pengwei, et al. FusionGAN: a generative adversarial network for infrared and visible image fusion[J]. Information Fusion, 2019, 48: 11-26.
[13] [13] ZHANG Yu, LIU Yu, SUN Peng, IFCNN: a general image fusion framework based on convolutional neural network[J]. Information Fusion, 2020, 54: 99-118.
[17] [17] LIU Yu, CHEN Xun, WARD R K, et al. Image fusion with convolutional sparse representation[J]. IEEE Signal Processing Letters, 2016, 23(12): 1882-1886.
[18] [18] LIU C H, QI Y, DING W R. Infrared and visible image fusion method based on saliency detection in sparse domain[J]. Infrared Physics & Technology, 2017, 83: 94-102.
[19] [19] MA Jinlei, ZHOU Zhiqian, WANG Bo, et al. Infrared and visible image fusion based on visual saliency map and weighted least square optimization[J]. Infrared Physics & Technology, 2017, 82: 8-17.
[20] [20] MA Jiayi, ZHOU Yi. Infrared and visible image fusion via gradientlet filter[J]. Computer Vision and Image Understanding, 2020(197-198): 103016.
[21] [21] QU Xiaobo, YAN Jingwen, XIAO Hongzhi, et al. Image fusion algorithm based on spatial frequency-motivated pulse coupled neural networks in nonsubsampled contourlet transform domain[J]. Acta Automatica Sinica, 2008, 34(12): 1508-1514.
[22] [22] LIU Yu, CHEN Xun, CHENG Juan, et al. Infrared and visible image fusion with convolutional neural networks[J]. International Journal of Wavelets, Multiresolution and Information Processing, 2018, 16(3): 1850018.
[23] [23] HAGHIGHAT M, RAZIAN M A. Fast-FMI: non-reference image fusion metric[C]//International Conference on Application of Information and Communication Technologies(AICT), 2014: 1-3.
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LI Yongping, YANG Yanchun, DANG Jianwu, WANG Yangping. Infrared and Visible Image Fusion Based on Transform Domain VGGNet19[J]. Infrared Technology, 2022, 44(12): 1293
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Received: Jan. 15, 2022
Accepted: --
Published Online: Feb. 4, 2023
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CSTR:32186.14.