Image fusion meets deep learning: A survey and perspective H Zhang, H Xu, X Tian, J Jiang, J Ma Information Fusion 76, 323-336, 2021 | 428 | 2021 |
Rethinking the image fusion: A fast unified image fusion network based on proportional maintenance of gradient and intensity H Zhang, H Xu, Y Xiao, X Guo, J Ma Proceedings of the AAAI Conference on Artificial Intelligence 34 (07), 12797 …, 2020 | 427 | 2020 |
GANMcC: A generative adversarial network with multiclassification constraints for infrared and visible image fusion J Ma, H Zhang, Z Shao, P Liang, H Xu IEEE Transactions on Instrumentation and Measurement 70, 1-14, 2020 | 401 | 2020 |
PIAFusion: A progressive infrared and visible image fusion network based on illumination aware L Tang, J Yuan, H Zhang, X Jiang, J Ma Information Fusion 83, 79-92, 2022 | 307 | 2022 |
STDFusionNet: An infrared and visible image fusion network based on salient target detection J Ma, L Tang, M Xu, H Zhang, G Xiao IEEE Transactions on Instrumentation and Measurement 70, 1-13, 2021 | 293 | 2021 |
SDNet: A versatile squeeze-and-decomposition network for real-time image fusion H Zhang, J Ma International Journal of Computer Vision 129 (10), 2761-2785, 2021 | 283 | 2021 |
MFF-GAN: An unsupervised generative adversarial network with adaptive and gradient joint constraints for multi-focus image fusion H Zhang, Z Le, Z Shao, H Xu, J Ma Information Fusion 66, 40-53, 2021 | 199 | 2021 |
Classification saliency-based rule for visible and infrared image fusion H Xu, H Zhang, J Ma IEEE Transactions on Computational Imaging 7, 824-836, 2021 | 149 | 2021 |
DIVFusion: Darkness-free infrared and visible image fusion L Tang, X Xiang, H Zhang, M Gong, J Ma Information Fusion 91, 477-493, 2023 | 118 | 2023 |
GAN-FM: Infrared and Visible Image Fusion Using GAN With Full-Scale Skip Connection and Dual Markovian Discriminators H Zhang, J Yuan, X Tian, J Ma IEEE Transactions on Computational Imaging 7, 1134-1147, 2021 | 114 | 2021 |
GTP-PNet: A residual learning network based on gradient transformation prior for pansharpening H Zhang, J Ma ISPRS Journal of Photogrammetry and Remote Sensing 172, 223-239, 2021 | 84 | 2021 |
MGMDcGAN: Medical image fusion using multi-generator multi-discriminator conditional generative adversarial network J Huang, Z Le, Y Ma, F Fan, H Zhang, L Yang IEEE Access 8, 55145-55157, 2020 | 72 | 2020 |
SDPNet: A deep network for pan-sharpening with enhanced information representation H Xu, J Ma, Z Shao, H Zhang, J Jiang, X Guo IEEE Transactions on Geoscience and Remote Sensing 59 (5), 4120-4134, 2020 | 61 | 2020 |
Rethinking the necessity of image fusion in high-level vision tasks: A practical infrared and visible image fusion network based on progressive semantic injection and scene … L Tang, H Zhang, H Xu, J Ma Information Fusion 99, 101870, 2023 | 57 | 2023 |
NDVI-Net: A fusion network for generating high-resolution normalized difference vegetation index in remote sensing H Zhang, J Ma, C Chen, X Tian ISPRS Journal of Photogrammetry and Remote Sensing 168, 182-196, 2020 | 55 | 2020 |
Diff-Retinex: Rethinking Low-light Image Enhancement with A Generative Diffusion Model X Yi, H Xu, H Zhang, L Tang, J Ma Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 52 | 2023 |
A deep model for multi-focus image fusion based on gradients and connected regions H Xu, F Fan, H Zhang, Z Le, J Huang IEEE Access 8, 26316-26327, 2020 | 50 | 2020 |
SCSCN: A separated channel-spatial convolution net with attention for single-view reconstruction J Ma, H Zhang, P Yi, Z Wang IEEE Transactions on Industrial Electronics 67 (10), 8649-8658, 2019 | 31 | 2019 |
Infrared and visible image fusion via parallel scene and texture learning M Xu, L Tang, H Zhang, J Ma Pattern Recognition 132, 108929, 2022 | 28 | 2022 |
P2Sharpen: A progressive pansharpening network with deep spectral transformation H Zhang, H Wang, X Tian, J Ma Information Fusion 91, 103-122, 2023 | 24 | 2023 |