近三年代表性研究工作

1. 谢俊，邸江磊^*，秦玉文^*，深度学习在水下成像技术中的应用，光子学报，51(11): 1101001 (2022).（封面文章，特邀综述）

2. 陈建明，曾祥津，钟丽云，邸江磊^*，秦玉文^*，基于深度学习的图像配准方法研究进展，量子电子学报， 39(6): 899-926 (2022).（特邀综述）

3. K. Wang, Q. Kemao^*, J. Di^*, J. Zhao^*，Deep learning spatial phase unwrapping: a comparative review, Advanced Photonics Nexus, 2022, 1(1): 014001.

4. W. Jiang, J. Wu, C. Chen, J. Chen, X. Zeng, L. Zhong, J. Di^*, X. Wu^*, Y. Qin, Registration of multi-modal images under a complex background combining multiscale features extraction and semantic segmentation, Optics Express, 30(20): 35596-35607 (2022).

5. J. Tang, J. Zhang, J. Dou, J. Zhang, J. Di^*, J. Zhao^*, Comparison of common-path off-axis digital holography and transport of intensity equation in quantitative phase measurement, Optics and Lasers in Engineering, 157:107126 (2022).

6. J. Tang, J. Zhang, J. Wu, J. Di^*, J. Zhao^*, Coherent noise suppression of single-shot digital holographic phase via an untrained self-supervised network [Invited], Frontiers in Photonics, 2022, 3: 907847.

7. J. Dou, C. Ma, K. Wang, J. Di, J. Zhang^*, J. Zhao^*, Light-field focusing and modulation through scattering media based on dual-polarization-encoded digital optical phase conjugation, Optics Letters, 47 (11), 2738-2741 (2022).

8. J. Wu, J. Tang, J. Zhang, J. Di^*, Coherent noise suppression in digital holographic microscopy based on label-free deep learning, Frontiers in Physics, 10:880403 (2022).

9. M. Zhang, J. Liu, J. Dou, J. Zhang, L. Zhang, J. Di^*, J. Zhao^*, Simultaneous measurement of near-water-film air temperature and humidity fields based on dual-wavelength digital holographic interferometry, Optics Express, 30(10): 17278-17289 (2022).

10. J. Tan, W. Su, Z. He^*, N. Huang, J. Di, L. Zhong, Y. Bai, B. Dong, S. Xie, Deep learning-based method for non-uniform motion-induced error reduction in dynamic microscopic 3D shape measurement, Optics Express, 30(14): 24245-24260 (2022).

11. J. Tang, J. Wu, J. Zhang, Z. Ren, J. Di^*, J. Zhao, Single-Shot Diffraction Autofocusing: Distance Prediction via an Untrained Physics-Enhanced Network, IEEE Photonics Journal, 14(1): 5207106(2022).

12. S. Dai, J. Mi, J. Dou, H. Lu, C. Dong, L. Ren, R. Zhao, W. Shi, N. Zhang, Y. Zhou, J. Zhang^*, J. Di^*, J. Zhao^*, microscopy for characterizing cell-substrate interactions under noninvasive optical force stimuli, Biosensors and Bioelectronics, 26: 114131(2022).

13. S. Dai, J. Mi, J. Dou, T. Yu, M. Zhang, J. Di, J. Zhang^*, J. Zhao^*, Dual-wavelength surface plasmon resonance holographic microscopy for simultaneous measurements of cell adhesion gap and cytoplasm refractive index, Optics Letters, 47(9): 2306-2309(2022).

14. J. Dou, C. Dong, S. Dai, J. Mi, X. Luo, J. Di, J. Zhang^*, J. Zhao^*, High-resolution surface plasmon resonance holographic microscopy based on symmetrical excitation, Optics and Lasers in Engineering, 153(17): 107000(2022).

15. J. Wu, J. Tang, M. Zhang, J. Di^*, L. Hu, X. Wu, G. Liu, J. Zhao^*, PredictionNet: a long short-term memory-based attention network for atmospheric turbulence prediction in adaptive optics, Applied Optics, 61(13): 3687-3694(2022).

16. J. Zhang, S. Dai, C. Ma, T. Xi, J. Di^*, J. Zhao^*, A review of common-path off-axis digital holography: towards high stable optical instrument manufacturing, Light: Advanced Manufacturing, 2: 23(2021).

17. 柯宝生，李颖，任振波，邸江磊^*，赵建林^*，基于深度学习的活体细胞有丝分裂检测方法，光学学报，41(15): 1511001(2021).

18. S. Wang, N. Zhang, J. Di, W. Zhao, G. Shi, R. Xie, B. Hu, H. Yang^*, Analysis of the effects of magnetic levitation to simulate microgravity environment on the Arp2/3 complex pathway in macrophage, Journal of Biological Physics, 47, 323-335(2021).

19. J. Tang, Z. Ren, X. Wu, J. Di^*, G. Liu, J. Zhao*, Object-independent tilt detection for optical sparse aperture system with large-scale piston error via deep convolution neural network, Optics Express, 29(25): 41670-41684(2021).

20. 邸江磊^*，唐雎，吴计，王凯强，张蒙蒙，赵建林^*，卷积神经网络在光学信息处理中的应用研究进展，激光与光电子学进展，58(16): 1600001 (2021).（封面文章，特邀综述）