师资队伍
教师队伍
乔晖

助理教授

脑与认知科学研究所

成像与智能技术实验室

电话: 010-62788613
地点:清华大学中央主楼302室


教育背景


2013年8月-2019年1月 清华大学自动化系,控制科学与工程,获工学博士学位

2009年8月-2013年7月 清华大学自动化系,自动化,获工学学士学位


工作履历


2021年4月至今 清华大学自动化系,助理教授

2019年1月-2021年4月 清华大学自动化系,博士后


学术兼职


2021年6月至今 Light: Advanced Manufacturing期刊编委

IEEE TCSVT、IEEE Transactions on Multimedia、Optics Letters、Optics Express等期刊审稿人


研究领域


计算成像

人工智能

生物医学工程


研究概况


国家自然科学基金委面上项目,62071271,基于光场显微镜的活体超分辨计算成像技术,2021/01-2024/12,54万元,在研,主持。

中国博士后科学基金会,博士后创新人才支持计划,BX20190173,三维超分辨计算光场显微成像,2019/01-2020/12,60万元,已结题,主持。

国家自然科学基金委基础科学中心,62088102,认知计算,2021/01-2025/12,1600/6000万元,在研,核心骨干。

科技部科技创新2030—“新一代人工智能”重大项目,2020AAA0105500,脑记忆环路映射的机器智能,2021/01-2023/12,466万元,在研,核心骨干。

国家自然科学基金委国家重大科研仪器设备研制专项,61327902,多维多尺度高分辨率计算摄像仪器,2014/01-2018/12,8000万元,已结题,核心骨干。


奖励与荣誉


清华大学优秀博士后,2021

清华大学优秀招生教师,2019

北京市普通高等学校优秀毕业生,2019、2013

博士研究生国家奖学金,2016

清华之友-东方电气奖学金,2015

爱国者优秀学生干部标兵奖学金,2014

清华大学优秀学生干部标兵,2014

清华大学招生工作“优秀招生志愿者”,2014

清华大学博士研究生新生奖学金,2013

清华大学优秀毕业生,2013

清华大学优秀共产党员,2013

清华大学综合优秀奖学金(排名第一),2010-2012


学术成果


(1) Xinyang Li#, Guoxun Zhang#, Hui Qiao#, Feng Bao, Yue Deng, Jiamin Wu, Yangfan He, Jingping Yun, Xing Lin, Hao Xie, Haoqian Wang*, Qionghai Dai*, Unsupervised content-preserving transformation for optical microscopy, Light: Science & Applications, 2021, 10(1): 1-11. SCI, IF = 13.714

(2) Zi-Hao Bo#, Hui Qiao#, Chong Tian#, Yuchen Guo, Wuchao Li, Tiantian Liang, Dongxue Li, Dan Liao, Xianchun Zeng, Leilei Mei, Tianliang Shi, Bo Wu, Chao Huang, Lu Liu, Can Jin, Qiping Guo, Jun-Hai Yong, Feng Xu*, Tijiang Zhang*, Rongpin Wang*, Qionghai Dai*, Toward human intervention-free clinical diagnosis of intracranial aneurysm via deep neural network, Patterns, 2021, 2(2): 100197. SCI, Cell Press

(3) Hongman Wang#, Hui Qiao#, Jingyu Lin, Rihui Wu, Yebin Liu, Qionghai Dai*, Model Study of Transient Imaging with Multi-Frequency Time-of-Flight Sensors, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020. SCI, IF = 17.861

(4) 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. SCI, IF = 38.637

(5) Xinyang Li#, Guoxun Zhang#, Jiamin Wu, Yuanlong Zhang, Zhifeng Zhao, Xing Lin, Hui Qiao, Hao Xie, Haoqian Wang*, Lu Fang*, Qionghai Dai*, Reinforcing neuron extraction and spike inference in calcium imaging using deep self-supervised learning, Nature Methods, 2021. SCI, IF = 28.547

(6) Hui Qiao, Jiamin Wu, Xiaoxu Li, Morteza H. Shoreh, Jingtao Fan, Qionghai Dai*, GPU-based deep convolutional neural network for tomographic phase microscopy with l1 fitting and regularization, Journal of Biomedical Optics, 2018, 23(6): 066003. SCI, IF = 2.785

(7) Hui Qiao, Jingyu Lin, Yebin Liu, Matthias B. Hullin, Qionghai Dai*, Resolving transient time profile in ToF imaging via log-sum sparse regularization, Optics Letters, 2015, 40(6): 918-921. SCI, IF = 3.714

(8) Handi Deng, Hui Qiao, Qionghai Dai, Cheng Ma*, Deep learning in photoacoustic imaging: A review, Journal of Biomedical Optics, 2021, 26(4): 040901. SCI, IF = 2.785

(9) Anke Zhang, Jiamin Wu, Jinli Suo, Lu Fang, Hui Qiao, David Day-Uei Li, Shian Zhang, Jintao Fan, Dalong Qi, Chengquan Pei*, Qionghai Dai*, Single-shot compressed ultrafast photography based on U-net network, Optics Express, 2020, 28(26): 39299-39310. SCI, IF = 3.669

(10) Zhi Lu, Jiamin Wu, Hui Qiao, You Zhou, Tao Yan, Zijing Zhou, Xu Zhang, Jingtao Fan, Qionghai Dai*, Phase-space deconvolution for light field microscopy, Optics Express, 2019, 27(13): 18131-18145. SCI, IF = 3.669

(11) Xiaoxu Li, Runzhao Yang, Yuchen Guo, Hui Qiao, Qionghai Dai*, 3D Single Molecule Localization Microscopy via Deep Learning, Microscopy Histopathology and Analytics, 2020. EI

(12) Xinyang Li, Zhifeng Zhao, Guoxun Zhang, Hui Qiao, Haoqian Wang, Qinghai Dai*, High-fidelity Fluorescence Image Restoration using Deep Unsupervised Learning, Microscopy Histopathology and Analytics, 2020. EI

(13) Jiangyue Xia, Jingqi Tian, Hui Qiao, Yichen Li, Jiangtao Wen, Yuxing Han*, Multimodal Video Saliency Analysis with User-biased Information, IEEE International Conference on Multimedia and Expo, 2020. EI

(14) Xiaoxu Li, Hui Qiao, Jiamin Wu, Zhi Lu, Tao Yan, Ruxin Zhang, Xu Zhang, Qionghai Dai*, DeepLFM: Deep Learning-based 3D Reconstruction for Light Field Microscopy, Novel Techniques in Microscopy, 2019. EI

(15) Chang Qiao, Hui Qiao, Jiamin Wu, Xiaoxu Li, Jingtao Fan, Qionghai Dai*, Deep Learning Based Tomographic Phase Microscopy with Blind Structured Illumination, Novel Techniques in Microscopy, 2019. EI

(16) Zhi Lu, Jiamin Wu, Hui Qiao, Tao Yan, Zijing Zhou, Xu Zhang, Jingtao Fan, Qionghai Dai*, Artifact-free 3D Deconvolution for Light Field Microscopy, Novel Techniques in Microscopy, 2019. EI