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；

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.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#, and 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#, and X. Cao#. Light-field micro-endoscopy using a fiber bundle: a snapshot 3D epi-fluorescence endoscope. Photonics Research, 2022, 10(9), 2247-2260. (Editor's Pick)

4. H. Zhu*, Z. Liu*, Y. Zhou#, Z. Ma, and X. Cao#. DNF: Diffractive Neural Field for Lensless Microscopic Imaging. Optics Express, 2022, 30(11), 18168-18178.

5. 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.

6. 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).

7. 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. 

8. 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.

9. Y. Zhou*, B. Xiong*, X. Li, Q. Dai, and X. Cao#. Lensless imaging of plant samples using the cross-polarized light. Optics Express, 2020, 28(21), 31611-31623.

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

11. Y. Zhou, J. Wu, J. Suo, X. Han, G. Zheng, and Q. Dai#. Single-shot lensless imaging via simultaneous multi-angle LED illumination. Optics Express, 2018, 26(17), 21418-21432.

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

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

14. 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)

15. 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)

16. 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.

17. 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) 533-542.

18. 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), 35-42.

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

江苏省双创博士