基本信息

周游，男，2012年07月于华东师范大学获理学学士学位，2019年01月于清华大学自动化系获工学博士学位。

美国康涅狄格大学生物医学工程系交流学者。

研究方向

1. 计算光学显微成像

关注智能内窥成像、光场三维显微、片上显微成像等领域。

2. 生物医学成像与人工智能

关注物理驱动神经网络、超声三维成像等领域。

3. 活细胞成像

关注长时程多模态活细胞成像。

成果简介

主持国家级、省部级项目2项；

一作/通信在Laser & Photonics Reviews、Photonics Research、IEEE Transactions on Medical Imaging、ECCV等学术期刊和国际会议上发表论文20余篇；

合作发表Nature Communications、IEEE Transactions on Pattern Analysis and Machine Intelligence、CVPR等期刊和会议论文10余篇。

授权国家发明专利5项，美国专利3项；

获2020江苏省双创博士、2025江苏省青年科技人才托举工程支持；

指导本科生获省级大学生创新训练项目1项、指导研究生获省级科研创新计划1项。

课程教学

本科生课程《光学显微成像基础》；

本科生课程《生物医学成像与处理中的人工智能》——“人工智能通识核心课程体系”Y层次AI前沿拓展课。

个人主页

https://zhouyou-nju.github.io/

1. 中国生物医学工程学会学术工作委员会学术秘书；

2. 中国图象图形学学会三维成像与显示专委会委员；

3.BME Frontiers期刊青年编委；

4. 南京大学交叉学科学位评定分委员会委员。

1.Y. Zhou*, W. Song*, L. Wu, L. Fan, J. Wang, S. Jiang, Z. Ma, B. Xiong#, X. Cao#. Large-scale lensless microscopy with fast acquisition and region-wise focusing.Laser & Photonics Reviews, 2024, 18(10), 2400498.

2.Y. Zhou*, Z. Jin*, Q. Zhao, B. Xiong#, X. Cao#. Aberration modeling in deep learning for volumetric reconstruction of light-field microscopy.Laser & Photonics Reviews, 2023, 17(10), 2300154.

3.Y. Zhou*, B. Xiong*, W. Song, X. Zhang, G. Zheng, Q. Dai#, X. Cao#. Light-field micro-endoscopy using a fiber bundle: a snapshot 3D epi-fluorescence endoscope.Photonics Research, 2022, 10(9), 2247.(Editor's Pick)

4. B. Qu*, Z. Jin*,Y. Zhou#, B. Xiong#, X. Cao. A deep learning-based noise correction method for light-field fluorescence microscopy.Photonics Research, 2025, 13(9), 2547.

5. H. Zhu*, Z. Liu*,Y. Zhou#, Z. Ma, X. Cao#. DNF: Diffractive Neural Field for Lensless Microscopic Imaging.Optics Express, 2022, 30(11), 18168.

6. B. Jiang*, B. Xiong*, B. Qu, M. S. Asif,Y. Zhou#, Z. Ma#. EDformer: Transformer-Based Event Denoising Across Varied Noise Level.European Conference on Computer Vision (ECCV), Milan, Italy, 2024.

7. C. Shen*, H. Zhu*,Y. Zhou*, Y. Liu, S. Yi, L. Dong, W. Zhao, D. Brady, X. Cao#, Z. Ma#, Y. Lin#. Continuous 3D Myocardial Motion Tracking via Echocardiography.IEEE Transactions on Medical Imaging, 2024, 43(12), 4236.

8. C. Shen*, H. Zhu*,Y. Zhou*, Y. Liu*, S. Yi, L. Dong, W. Zhao, D. Brady, X. Cao#, Z. Ma#, Y. Lin#. CardiacField: computational echocardiography for automated heart function estimation using two-dimensional echocardiography probes.European Heart Journal - Digital Health, 2024, ztae072.

9. J. Wang*, B. Xiong*,Y. Zhou#, X. Cao, Z. Ma. VM-GAN: A Value Mapping Framework for Virtual Staining of Optical Microscopy Images.Optics Express, 2025, 33(12), 25641.

10. L. Chen, L. Cai, E. Huang,Y. Zhou#, T. Yue, X. Cao. A notch-mask and dual-prism system for snapshot spectral imaging.Optics and Lasers in Engineering, 2023, 165, 107544.

11.Y. Zhou*, B. Xiong*, X. Li, Q. Dai, X. Cao#. Lensless imaging of plant samples using the cross-polarized light.Optics Express, 2020, 28(21), 31611.

12.Y. Zhou*, X. Hua*, Z. Zhang, X. Hu, K. Dixit, J. Zhong, G. Zheng, X. Cao#. Wirtinger gradient descent optimization for reducing Gaussian noise in lensless microscopy.Optics and Lasers in Engineering, 2020, 134, 106131.

13.Y. Zhou, J. Wu, J. Suo, X. Han, G. Zheng, Q. Dai#. Single-shot lensless imaging via simultaneous multi-angle LED illumination.Optics Express, 2018, 26(17), 21418.

14. Z. Zhang*,Y. Zhou*, S. Jiang, K. Guo, K. Hoshino, J. Zhong, J. Suo, Q. Dai, G. Zheng#. Invited Article: Mask-modulated lensless imaging with multi-angle illuminations.APL Photonics, 2018, 3(6), 060803.

15. X. Hua*, Y. Wang*, S. Wang*#, X. Zou,Y. Zhou, L. Lin, F. Yan, X. Cao#, S. Xiao#, D. Tsai#, J. Han, Z. Wang#, S. Zhu#. Ultra-compact snapshot spectral light-field imaging.Nature Communications, 2022, 13, 2732.

16. H. Zhu*, S. Xie*, Z. Liu*, F. Liu, Q. Zhang,Y. Zhou, Y. Lin, Z. Ma#, X. Cao#. Disorder-invariant Implicit Neural Representation.IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024, 46(8), 5463.

17. S.Xie*, H. Zhu*, Z. Liu, Q. Zhang,Y. Zhou, X. Cao#, Z. Ma#. DINER: Disorder-Invariant Implicit Neural Representation.IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Vancouver, Canada, 2023. (Highlight, 2.5% of submissions)

18. H. Ge, Q. Feng, H. Jia, X. Li, X. Yin,Y. Zhou, J. Yang, Kun Li#. LPSNet: End-to-End Human Pose and Shape Estimation with Lensless Imaging.IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, USA, 2024.

19. 朱昱敏，刘吉梓，周游，王方旭，潘鸣飞，张方舟，曹晨，沈艳，顾宁#. 细胞生物信息学应用于疾病诊断的前景.广西医科大学学报, 2023, v.40(04) 533.

20. 刘振, 朱昊,周游, 马展, 曹汛#. 物理模型引导的智能相位成像.物联网学报, 2023, 7(2), 35.

主持：

国家自然科学基金面上项目

江苏省自然科学基金青年项目

2025江苏省青年科技人才托举工程

2020江苏省双创博士

南京大学原创交叉项目（联合主持）

参与：

国家重点研发计划2项（课题骨干）