个人简介

熊博，北京大学医学部医学技术研究院/多媒体信息处理全国重点实验室助理教授、博士生导师。本科（2015）、博士（2022）均毕业于清华大学自动化系，博士期间在美国霍华德休斯医学研究所Janelia Research Campus联合培养，曾任职于北京大学计算机学院，担任博士后助理研究员。目前主要从事信息科学与生物医学交叉领域中的计算成像、智能重构算法与图像处理等方向的研究工作，聚焦于物理模型启发的三维重建网络以及基于类脑视觉的计算成像方法，应用于生物医学图像采集系统、处理分析及可视化软件。相关工作发表在Light、Optica、Laser & Photonics Reviews、Photonics Research等光学成像领域顶级期刊以及CVPR、AAAI、ECCV等计算机视觉与人工智能领域顶级会议共30余篇；获得专利授权10余项；博士学位论文获评2022年中国图象图形学学会优秀博士学位论文奖；2024年入选北京市科学技术协会青年人才托举工程；主持国家自然科学基金面上项目、中国博士后科学基金特别资助项目等多个项目。指导学生获得中国国际大学生创新大赛银奖。

所授课程

《成像原理与设备学III》 （医学影像技术本科专业必修，216学时，4学分）

代表性论文

1. Yunzhong Zhang*, You Zhou*, Changqing Su, Zhen Cheng, Zhaofei Yu, Bo Xiong#, Tiejun Huang, and Xun Cao. "Spike Imaging Velocimetry: Dense Motion Estimation of Fluids Using Spike Streams." In Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 40(2), pp. 1570-1578.

2. Changqing Su*, Yanqin Chen*, Zihan Lin, Zhen Cheng, You Zhou, Bo Xiong#, Zhaofei Yu, and Tiejun Huang. "Inter-event Interval Microscopy for Event Cameras." Photonics Research 13, no. 10 (2025): 2843-2853.

3. Bohan Qu*, Zhouyu Jin*, You Zhou#, Bo Xiong#, and Xun Cao. " Deep-learning-based noise correction method for light-field fluorescence microscopy." Photonics Research 13, no. 9 (2025): 2547-2565.

4. You Zhou*, Weizhi Song*, Linyuan Wu, Lin Fan, Junjia Wang, Shaowei Jiang, Zhan Ma, Bo Xiong#, and Xun Cao#. "Large‐Scale Lensless Microscopy with Fast Acquisition and Region‐Wise Focusing." Laser & Photonics Reviews 18, no. 10 (2024): 2400498.

5. Changqing Su*, Zhiyuan Ye, Yongsheng Xiao*, You Zhou, Zhen Cheng, Bo Xiong#, Zhaofei Yu, and Tiejun Huang. "Intensity-Robust Autofocus for Spike Camera." In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, WA, USA, 2024, pp. 25018-25027.

6. Bo Xiong, Changqing Su#, Zihan Lin, Yanqin Chen, You Zhou, Zhen Cheng#, Zhaofei Yu, and Tiejun Huang.  "Real-time Parameter Evaluation of High-speed Microfluidic Droplets using Continuous Spike Streams." In Proceedings of the 32nd ACM International Conference on Multimedia (MM '24), New York, NY, USA, 2024, pp. 6833–6841.

7. You Zhou*, Zhouyu Jin*, Qianhui Zhao, Bo Xiong#, and Xun Cao#. "Aberration Modeling in Deep Learning for Volumetric Reconstruction of Light‐Field Microscopy." Laser & Photonics Reviews 17, no. 10 (2023): 2300154.

8. Changqing Su, Yuhan Gao, You Zhou, Yaoqi Sun, Chenggang Yan, Haibing Yin, and Bo Xiong#. "AutoDeconJ: a GPU-accelerated ImageJ plugin for 3D light-field deconvolution with optimal iteration numbers predicting." Bioinformatics 39, no. 1 (2023): btac760.

9. Bo Xiong*, Tianyi Zhu*, Yuhan Xiang, Xiaopeng Li, Jinqiang Yu, Zheng Jiang, Yihan Niu, Dong Jiang, Xu Zhang, Lu Fang#, Jiamin Wu#, and Qionghai Dai#. "Mirror-enhanced scanning light-field microscopy for long-term high-speed 3D imaging with isotropic resolution." Light: Science & Applications 10, no. 1 (2021): 227.

10. Yuanlong Zhang*, Bo Xiong*, Yi Zhang, Zhi Lu, Jiamin Wu#, and Qionghai Dai#. "DiLFM: an artifact-suppressed and noise-robust light-field microscopy through dictionary learning." Light: Science & Applications 10, no. 1 (2021): 152.