Phase imaging with an untrained neural network F Wang, Y Bian, H Wang, M Lyu, G Pedrini, W Osten, G Barbastathis, ... Light: Science & Applications 9 (1), 77, 2020 | 403 | 2020 |
Learning from simulation: An end-to-end deep-learning approach for computational ghost imaging F Wang, H Wang, H Wang, G Li, G Situ Optics express 27 (18), 25560-25572, 2019 | 323 | 2019 |
Far-field super-resolution ghost imaging with a deep neural network constraint F Wang, C Wang, M Chen, W Gong, Y Zhang, S Han, G Situ Light: Science & Applications 11 (1), 1, 2022 | 185 | 2022 |
Single-pixel imaging using physics enhanced deep learning F Wang, C Wang, C Deng, S Han, G Situ Photonics Research 10 (1), 104-110, 2021 | 125 | 2021 |
Incoherent imaging through highly nonstatic and optically thick turbid media based on neural network S Zheng, H Wang, S Dong, F Wang, G Situ Photonics Research 9 (5), B220-B228, 2021 | 72 | 2021 |
Two-step training deep learning framework for computational imaging without physics priors R Shang, K Hoffer-Hawlik, F Wang, G Situ, GP Luke Optics Express 29 (10), 15239-15254, 2021 | 45 | 2021 |
Non-line-of-sight imaging under white-light illumination: a two-step deep learning approach S Zheng, M Liao, F Wang, W He, X Peng, G Situ Optics Express 29 (24), 40091-40105, 2021 | 36 | 2021 |
VGenNet: variable generative prior enhanced single pixel imaging X Zhang, C Deng, C Wang, F Wang, G Situ ACS Photonics 10 (7), 2363-2373, 2023 | 23 | 2023 |
BlindNet: an untrained learning approach toward computational imaging with model uncertainty X Zhang, F Wang, G Situ Journal of Physics D: Applied Physics 55 (3), 034001, 2021 | 22 | 2021 |
Learning-based adaptive under-sampling for Fourier single-pixel imaging W Huang, F Wang, X Zhang, Y Jin, G Situ Optics Letters 48 (11), 2985-2988, 2023 | 20 | 2023 |
深度学习在计算成像中的应用 王飞, 王昊, 卞耀明, 司徒国海 Acta Optica Sinica 40 (1), 0111002, 2020 | 19 | 2020 |
DeepSCI: scalable speckle correlation imaging using physics-enhanced deep learning Z Tang, F Wang, ZF Fu, S Zheng, Y Jin, G Situ Optics Letters 48 (9), 2285-2288, 2023 | 14 | 2023 |
Learning-based real-time imaging through dynamic scattering media H Liu, F Wang, Y Jin, X Ma, S Li, Y Bian, G Situ Light: Science & Applications 13 (1), 194, 2024 | 9 | 2024 |
Passive imaging through dense scattering media Y Bian, F Wang, Y Wang, Z Fu, H Liu, H Yuan, G Situ Photonics Research 12 (1), 134-140, 2023 | 9 | 2023 |
Varifocal metalens for compact and accurate quantitative phase imaging Q Min, J Trapp, T Fang, R Hu, F Wang, Z Zhang, X Liu, A Dai, C Yang, ... ACS Photonics 11 (7), 2797-2804, 2024 | 6 | 2024 |
Adaptive imaging through dense dynamic scattering media using transfer learning Z Fu, F Wang, Z Tang, Y Bian, G Situ Optics Express 32 (8), 13688-13700, 2024 | 4 | 2024 |
Approximating the uncertainty of deep learning reconstruction predictions in single-pixel imaging R Shang, MA O’Brien, F Wang, G Situ, GP Luke Communications engineering 2 (1), 53, 2023 | 3 | 2023 |
Learning-based short-coherence digital holographic imaging through scattering media S Dong, F Wang, H Wang, W Yang, H Wang, X Fan, G Situ AOPC 2020: Display Technology; Photonic MEMS, THz MEMS, and Metamaterials …, 2020 | 2 | 2020 |
PENTAGON: Physics-enhanced neural network for volumetric flame chemiluminescence tomography Y Jin, S Zhu, S Wang, F Wang, Q Wu, G Situ Optics Express 32 (19), 32732-32752, 2024 | 1 | 2024 |
Passive imaging through inhomogeneous scattering media Y Bian, F Wang, H Liu, H Yuan, S Li, W Huang, G Situ Scientific Reports 14 (1), 15857, 2024 | 1 | 2024 |