师资队伍

师资队伍

吴嘉敏

助理教授
脑与认知科学研究所


教育背景


20149-20197月 清华大学,自动化系,获工学博士学位

201610-20183月 哈佛大学医学院,麻省总医院,访问学生

20109-20147月 清华大学,自动化系,获工学学士学位



工作履历


20217-至今 清华大学自动化系,助理教授

20224-至今,清华大学-IDG/麦戈文脑科学研究院,兼聘研究员

20197-20217月 清华大学自动化系,博士后

 

学术兼职


2021-IEEE Transactions on Circuits and Systems for Video Technology,编委

2022-, 激光与光子学进展,青年编委

    

研究领域



1.计算光学

2.生物医学成像

3.光电智能计算


研究概况


传统显微镜,受限于时空带宽积、组织散射、光学像差以及光毒性等的物理局限,远不足以满足跨尺度介观活体显微观测在三维成像速度、成像时长、视场以及空间分辨率上的需要。我的研究主要聚焦于应用计算成像方法,综合编码光学设计与计算重构,突破传统光学成像极限,实现大范围跨尺度活体显微观测,为研究哺乳动物体内大规模细胞或细胞器相互作用提供了新途径,支撑了包括脑科学、肿瘤科学以及免疫学的发展。



奖励与荣誉


2019年,清华大学优秀毕业生

2019年,清华大学优秀博士论文

2019年,中国电子学会优秀博士学位论文

2018年,ACM ICIMCS 2018 会议最佳论文



学术成果



代表性工作(# Co-first author, *Corresponding author)

1、 Jiamin Wu#; Zhi Lu#; Dong Jiang#; Yuduo Guo; Hui Qiao; Yi Zhang; Tianyi Zhu; Yeyi Cai; Xu Zhang; Karl Zhanghao; Hao Xie; Tao Yan; Guoxun Zhang; Xiaoxu Li; Zheng Jiang; Xing Lin; Lu Fang; Bing Zhou; Peng Xi; Jingtao Fan*; Li Yu*; Qionghai Dai*; Iterative tomography with digital adaptive optics permits hour-long intravital observation of 3D subcellular dynamics at millisecond scale. Cell, 2021, 184(12): 3318-3332.

2、 Jingtao Fan#; Jinli Suo#; Jiamin Wu#; Hao Xie#; Yibing Shen; Feng Chen; Guijin Wang; Liangcai Cao; Guofan Jin; Quansheng He; Tianfu Li; Guoming Luan; Lingjie Kong*; Zhenrong Zheng*; Qionghai Dai*; Video-rate imaging of biological dynamics at centimetre scale and micrometre resolution, Nature Photonics, 2019, 13(11): 809-816.

3、 Yi Zhang#; Zhi Lu#; Jiamin Wu#,*; Xing Lin; Dong Jiang; Yeyi Cai; Jiachen Xie; Yuling Wang; Tianyi Zhu; Xiangyang Ji*; Qionghai Dai*; Computational optical sectioning with an incoherent multiscale scattering model for light-field microscopy, Nature Communications, 2021, 12: 6391.

4、 Tao Yan#; Jiamin Wu#; Tiankuang Zhou#; Hao Xie; Feng Xu; Jingtao Fan; Lu Fang; Xing Lin*; Qionghai Dai*; Fourier-space Diffractive Deep Neural Network, Physical Review Letters, 2019, 123(2): 023901.

5、 Yuanlong Zhang#, Bo Xiong#, Yi Zhang, Zhi Lu, Jiamin Wu*, and Qionghai Dai* “DiLFM: an artifact-eliminated and noise-robust light-field microscopy through dictionary learning” Light: Science & Applications, 2021, 10: 152.



其他工作(# Co-first author, *Corresponding author)

[6] Hao Li#, Pengyu Fu#, Ziheng Zhou, Wangyu Sun, Yue Li*, Jiamin Wu*, and Qionghai Dai*. "Performing Calculus with Epsilon-near-zero Metamaterials." Science Advance, 2022, in press.

[7]   Paul H. Dannenberg, Jisoo Kang, Nicola Martino, Anokhi Kashiparekh, Sarah Forward, Jiamin Wu, Andreas C. Liapis, Jie Wang, and Seok-Hyun Yun*. "Laser particle activated cell sorting in microfluidics." Lab on a Chip, 2022, vol. 22, pp. 2343-2351.

[8]   Yeyi Cai, Jiamin Wu*, and Qionghai Dai*. "Review on data analysis methods for mesoscale neural imaging in vivo." Neurophotonics, 2022, vol. 9, no. 4: 041407.

[9]   Zhi Lu, Yeyi Cai, Yixin Nie, Yuxin Yang, Jiamin Wu*, and Qionghai Dai*. “A practical guide to scanning light-field microscopy with digital adaptive optics” Nature Protocols, 2022, in press.

[10] Bernstein, Liane, Antoine Ramier, Jiamin Wu, Vera D. Aiello, Marie J. Béland, Charles P. Lin, and Seok-Hyun Yun*. "Ultrahigh resolution spectral-domain optical coherence tomography using the 1000–1600 nm spectral band." Biomedical Optics Express, 2022, vol. 13, no. 4, pp. 1939-1947.

[11] Jiyuan Zheng*, Xingjun Xue, Cheng Ji, Yuan Yuan, Keye Sun, Daniel Rosenmann, Lai Wang, Jiamin Wu, Joe C. Campbell, and Supratik Guha. "Dynamic-quenching of a single-photon avalanche photodetector using an adaptive resistive switch." Nature communications 2022, vol.13, no. 1517.

[12] Zhan Ou, Jiamin Wu, Yuhao Yang, and Xiaoping Zheng*. "Computational adaptive optics for high-resolution non-line-of-sight imaging." Optics Express, 2022, vol. 30, no. 3, pp. 4583-4591.

[13] 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, 2021, vol.10, no.227.

[14] Gaosheng Liu, Huanjing Yue, Jiamin Wu, and Jingyu Yang*. "Intra-Inter View Interaction Network for Light Field Image Super-Resolution." IEEE Transactions on Multimedia (2021).

[16] Jiamin Wu#, Xing Lin#, Yuchen Guo#, Junwei Liu, Lu Fang*, Shuming Jiao* and Qionghai Dai*, “Analog Optical Computing for Artificial Intelligence” Engineering, 2021, In press.

[17] Jijun He#, Yeyi Cai#, Jiamin Wu, and Qionghai Dai*, "Spatial-temporal low-rank prior for low-light volumetric fluorescence imaging," Optics Express, 2021, vol. 29, no. 25, pp. 40721-40733.

[18] Xinyang Li#, Guoxun Zhang#, Jiamin Wu, Yuanlong Zhang, Zhifeng Zhao, Xing Lin, Hui Qiao, Hao Xie, Haoqian Wang*, Lu Fang*, and Qionghai Dai* “Reinforcing neuron extraction and spike inference in calcium imaging using deep self-supervised learning.” Nature Methods, 2021, vol. 18, pp. 1395-1400.

[19] Bo Xiong#, Xiaoxu Li#, You Zhou, Liejun Wang, Jiamin Wu*, and Qionghai Dai* “Snapshot Partially Coherent Diffraction Tomography.” Physical Review Applied, 2021, vol.15, 044048.

[20] Chengquan Pei#, Anke Zhang#, Yue Deng, Feihu Xu, Jiamin Wu, David U-Lei Li, Hui Qiao, Lu Fang*, and Qionghai Dai* "Dynamic non-line-of-sight imaging system based on the optimization of point spread functions" Optics Express, 2021, vol. 29, no.20, pp. 32349-32364.

[21] Tiankuang Zhou, Xing Lin*, Jiamin Wu, Yitong Chen, Hao Xie, Yipeng Li, Jingtao Fan, Huaqiang Wu, Lu Fang* and Qionghai Dai* “Large-scale neuromorphic optoelectronic computing with a reconfigurable diffractive processing unit.” Nature Photonics, 2021, vol.15, pp. 367-373. (Cover Paper)

[22] Peixian Zhuang*, Chongyi Li, and Jiamin Wu. "Bayesian retinex underwater image enhancement." Engineering Applications of Artificial Intelligence, 2021, vol.101, pp. 104171.

[23] Xinyang Li#, Guoxun Zhang#, Hui Qiao#, Feng Bao, Yue Deng, Jiamin Wu, Yangfan He, Jingping Yun, Xing Lin, Hao Xie, Haoqian Wang*, and Qionghai Dai* "Unsupervised content-preserving transformation for optical microscopy." Light: Science & Applications, 2021, vol.10, no. 44.

[24] Xiaoyun Yuan#, Mengqi Ji#, Jiamin Wu, David J. Brady, Qionghai Dai, and Lu Fang*. "A modular hierarchical array camera." Light: Science & Applications, 2021, vol.10, no. 37.

[25] Anke      Zhang, Jiamin Wu, Jinli Suo, Lu Fang, Hui Qiao, David Day-Uei Li, Shian Zhang et al. "Single-shot compressed ultrafast photography based on U-net network." Optics Express, 2020, vol. 28, no. 26, pp.39299-39310.

[26] Tiankuang Zhou#, Lu Fang#, Tao Yan, Jiamin Wu, Yipeng Li, Jingtao Fan, Huaqiang Wu, Xing Lin, and Qionghai Dai. "In situ optical backpropagation training of diffractive optical neural networks." Photonics Research, 2020, vol.8, no.6, pp.940-953.

[27] Shan Jiang; Meiling Guan; Jiamin Wu; Guocheng Fang; Xinzhu Xu; Dayong Jin; Zhen Liu; Kebin Shi; Fan Bai; Shu Wang; Peng Xi. "Frequency-domain diagonal extension imaging. " Advanced Photonics, 2020, vol.2, no. 3, pp.036005.

[28] Bo Xiong, Xiaofei Han, Jiamin Wu, Hao Xie, and Qionghai Dai. "Improving axial resolution of Bessel beam light-sheet fluorescence microscopy by photobleaching imprinting." Optics Express, 2020, vol.28, no.7, pp.9464-9476.

[29] Jingtao Fan, Lu Fang, Jiamin Wu, Yuchen Guo, and Qionghai Dai. "From Brain Science to Artificial Intelligence." Engineering, 2020, vol.6, no.3, pp.248-252.

[30] Yong Wang#, Mengqi Ji#, Shengwei Jiang#, Xukang Wang, Jiamin Wu, Feng Duan, Jingtao Fan, Laiqiang Huang, Shaohua Ma, Lu Fang, and Qionghai Dai. "Augmenting vascular disease diagnosis by vasculature-aware unsupervised learning. " Nature Machine Intelligence, 2020, vol.2, pp.337-346.

[31] Zhan Ou, Jiamin Wu, Hua Geng, Xiaojiao Deng, and Xiaoping Zheng. "Confocal terahertz SAR imaging of hidden objects through rough-surface scattering." Optics Express, 2020, vol.28, no.8, pp.12405-12415.

[32] Nicola Martino#, Sheldon J. J. Kwok#, Andreas C. Liapis, Sarah Forward, Hoon Jang, Hwi-Min Kim, Sarah J. Wu, Jiamin Wu, Paul H. Dannenberg, Sun-Joo Jang, Yong-Hee Lee, and Seok-Hyun Yun* "Wavelength-encoded laser particles for massively multiplexed cell tagging." Nature Photonics, 2019, vol. 13, no. 10, pp. 720-727.

[33] Zhi Lu, Jiamin Wu, Hui Qiao, You Zhou, Tao Yan, Zijing Zhou, Xu Zhang, Jingtao Fan, and Qionghai Dai. "Phase-space deconvolution for light field microscopy." Optics Express, 2019, vol.27, no.13, pp.18131-18145.

[34] Mingjie Zhang, Jiamin Wu, Jinli Suo, Hao Xie, Jingtao Fan, and Qionghai Dai. "Snapshot quantitative phase microscopy with a printed film." Optics Express, 2018, vol. 26, no. 19, pp. 24763-24774.

[35] Hui Qiao, Jiamin Wu, Xiaoxu Li, Morteza H. Shoreh, Jingtao Fan, and Qionghai Dai. "GPU-based deep convolutional neural network for tomographic phase microscopy with l1 fitting and regularization." Journal of Biomedical Optics, 2018, vol.23, no. 6, pp. 066003.

[36] You Zhou, Jiamin Wu, Jinli Suo, Xiaofei Han, Guoan Zheng, and Qionghai Dai. "Single-shot lensless imaging via simultaneous multi-angle LED illumination." Optics Express, 2018, vol. 26, no. 17, pp. 21418-21432.

[37] Jisoo Han#, Sungho Lee#, Pyonggang Choi#, Jiamin Wu, Keunhyung Lee, Qionghai Dai, Jinhyung Park, Kyung-Bok Lee, and Myunghwan Choi. "Improving collection efficiency in two-photon endoscopy with reflective waveguiding." Optics Express, 2018, vol.26, no. 25, pp. 32365-32373.

[38] Xuemei Hu, Jiamin Wu, Jinli Suo, and Qionghai Dai. "Emerging theories and technologies on computational imaging." Frontiers of Information Technology & Electronic Engineering, 2017, vol. 18, no. 9, pp. 1207-1221.

[39] You Zhou, Jiamin Wu, Zichao Bian, Jinli Suo, Guoan Zheng, and Qionghai Dai. "Fourier ptychographic microscopy using wavelength multiplexing." Journal of Biomedical Optics, 2017, vol.22, no. 6, pp. 066006.

[40] Jiamin Wu, Bo Xiong, Xing Lin, Jijun He, Jinli Suo and Qionghai Dai. "Snapshot Hyperspectral Volumetric Microscopy." Scientific Reports, 2016, vol.6, pp.24624.

[41] Xing Lin, Jiamin Wu, Guoan Zheng and Qionghai Dai. "Camera Array Based Light Field Microscopy." Biomedical Optics Express, 2015, vol. 6, no. 9, pp. 3179-3189.

[42] Jiamin Wu, Xing Lin, Yebin Liu, Jinli Suo and Qionghai Dai. "Coded Aperture Pair for Quantitative Phase Imaging." Optics Letters, 2014, vol. 39, no. 19, pp. 5776-5779.

[43] Xing Lin, Yebin Liu, Jiamin Wu and Qionghai Dai. "Spatial-spectral Encoded Compressive Hyperspectral Imaging. " ACM Transactions on Graphics, 2014, vol. 33, no. 6, pp. 233.