戴瓊海 教授

中國工程院院士

清華大學自動化系
控制理論與技術研究所

通信地址:北京清華大學自動化系  郵政編碼:100084
聯系電話:010-62783009  Fax: 010-62788613-804
Email:daiqionghai@tsinghua.edu.cn

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教育背景

1987年 陜西師范大學,獲工學學士學位

1994年、1996年 分別獲東北大學工學碩士和博士學位學位


工作履歷

1999年至今在清華大學自動化系工作 

研究領域

1.智能視覺:探索壓縮感知與機器學習的機理和模型,并用于視覺感知、立體重建和圖像(視頻)檢索與挖掘,用于智能機器檢測,智能無人機,智能醫療,VR/AR,研制智能十億像素動態光場成像,用于科學觀測和城市監控。

2.智能成像:將智能技術與光學成像技術結合,研究多維多尺度高分辨率智能計算成像技術,可為發現大腦感知和運行新現象、揭示神經網絡計算機制,探索腦疾病病理和機理,提供觀測工具和海量基礎數據,建立腦科學與人工智能的橋梁,為人工智能的發展提供新的思路。

 

研究概況

國家自然科學基金委重大儀器專項,“多維多尺度高分辨率計算攝像儀器”,61327902,負責人

國家重點基礎研究發展計劃資助(973),“復雜條件下飛行器進近可視導航的基礎理論研究”,2010CB731800,首席科學家

國家杰出青年基金,“光場及立體視頻研究”,60525111,負責人

國家自然科學基金委國際合作項目“計算攝像學中的新理論及新方法”, 61120106003,負責人

國家自然科學基金委重點項目,“數據驅動的多維媒體感知與理解”, 61035002,負責人

獎勵與榮譽

2016年 “新一代立體視覺關鍵技術及產業化”獲國家科學技術進步獎二等獎

2012年 “立體視頻重建與顯示技術及裝置”獲得國家科學技術發明一等獎

2008年 “基于融合網絡的流媒體新技術”國家科學技術發明二等

 

學術成果

在本領域發表的文章SCI收錄67篇;出版編著1部,譯著2部;獲得中國發明專利授權62項。
代表論文:

1.Jingyu Lin, Yebin Liu, Jinli Suo and Qionghai Dai, "Frequency-Domain Transient Imaging," IEEE Transactions on Pattern Analysis and Machine Intelligence, 39(5), 937-950 (2017).

2.Yuwang Wang, Yang Liu, Jinli Suo, Guohai Situ, Chang Qiao and Qionghai Dai, "High Speed Computational Ghost Imaging via Spatial Sweeping, " Scientific Reports, 7, 45325 (2017).

3.Ziwei Li, Jinli Suo, Xuemei Hu, Chao Deng, Jingtao Fan, and Qionghai Dai, "Efficient single-pixel multispectral imaging via non-mechanical spatio-spectral modulation, " Scientific Reports, 7, 41435 (2017).

4.Yue Deng, Feng Bao, Yang Yang, Xiangyang Ji, Mulong Du,Zhengdong Zhang, Meilin Wang, and Qionghai Dai, "Information transduction capacity reduces the uncertainties in annotation-free isoform discovery and quantification", Nucleic Acids Research, 45(15), e143 (2017).

5.Jiamin Wu, Bo Xiong, Xing Lin, Jijun He, Jinli Suo and Qionghai Dai, "Snapshot Hyperspectral Volumetric Microscopy", Scientific Reports, 6, 24624 (2016).

6.Genzhi Ye, Elena Garces,Yebin Liu,Qionghai Dai and Diego Gutierrez, "Intrinsic Video and Applications," ACM Transactions on Graphics, 33(4), 80 (2014).

7.Genzhi Ye, Sundeep Jolly, V. Micleal Bove, Qionghai Dai, Ramesh Raskar and Gorden Wetzstein," Toward BxDF Display using Multilayer Diffraction," ACM Transactions on Graphics, 33(6), 191 (2014).

8.Xing Lin, Yebin Liu, Jiamin Wu and Qionghai Dai, " Spatial-spectral Encoded Compressive Hyperspectral Imaging," ACM Transactions on Graphics, 33(6), 233 (2014).

9.Di Wu, Andreas Velten, Matthew O’Toole, Belen Masia, Amit Agrawal, Qionghai Dai and Ramesh Raskar, "Decomposing Global Light Transport using Time of Flight Imaging," International Journal of Computer Vision, 107(2), 123–138 (2014).

10.Di Wu, Gordon Wetzstein, Christopher Barsi, Thomas Willwacher, Qionghai Dai and Ramesh Raskar, "Ultra-fast Lensless Computational Imaging through 5D Frequency Analysis of Time-resolved Light Transport," International Journal of Computer Vision, 110(2), 128-140 (2014).

11.Chenguang Ma, Xing Lin, Jinli Suo, Qionghai Dai, and Gordon Wetzstein, "Transparent object reconstruction via coded transport of intensity," IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 3238-3245 (2014)

12.Chenguang Ma, Xun Cao, Xin Tong, Qionghai Dai and Stephen Lin, "Acquisition of High Spatial and Spectral Resolution Video with a Hybrid Camera System," International Journal of Computer Vision, 110(1), 141-155 (2014).

13.Yangang Wang, Jianyuan Min, Jianjie Zhang, Yebin Liu, Feng Xu, Qionghai Dai and Jinxiang Chai, "Video-based Hand Manipulation Capture Through Composite Motion Control," ACM Transactions on Graphics, 32(4), 43 (2013).

14.Yue Deng, Qionghai Dai, Risheng Liu, Zengke Zhang and Sanqing Hu, "Low-Rank Structure Learning via Nonconvex Heuristic Recovery," IEEE Transactions on Neural Networks and Learning Systems, 24(3), 383–396 (2013).

15.Guannan Li, Chenglei Wu, Carsten Stoll, Yebin Liu, Kiran Varanasi, Qionghai Dai and Christian Theobalt, "Capturing Relightable Human Performances under General Uncontrolled Illumination," Computer Graphics Forum, 32(2), 275-284 (2013).

16.Ruiping Wang, Huimin Guo, Larry S. Davis, and Qionghai Dai, "Covariance discriminative learning: A natural and efficient approach to image set classification," IEEE Conference on Computer Vision and Pattern Recognition (CVPR ), 157(10), 2496-2503 (2012).

17.Yue Gao, Jinhui Tang, Richang Hong, Shuicheng Yan, Qionghai Dai, "Camera Constraint-Free View-Based 3-D Object Retrieval," IEEE Transactions on Image Processing, 21(4), 2269-2281 (2012).

18.Yue Gao, Meng Wang, Dacheng Tao, Rongrong Ji and Qionghai Dai, "3-D object retrieval and recognition with hypergraph analysis," IEEE Transactions on Image Processing, 21(9), 4290-4303 (2012).

19.Changjun Fu, Xiangyang Ji and Qionghai Dai, "Adaptive Compressed Sensing Recovery Utilizing the Property of Signal's Autocorrelations," IEEE Transactions on Image Processing, 21(5), 2369-2378 (2012). (Downloaded 1542 times)

20.Kun Li, Qionghai Dai, Wenli Xu,and Jingyu Yang, "Temporal-Dense Dynamic 3-D Reconstruction With Low Frame Rate Cameras," IEEE Journal of Selected Topics in Signal Processing, 6(5), 447-459 (2012).

21.Yue Deng, Yebin Liu, Qionghai Dai, Zengke Zhang and Yao Wang, "Noisy Depth Maps Fusion for Multiview Stereo Via Matrix Completion," IEEE Journal of Selected Topics in Signal Processing, 6(5), 566-582 (2012).

22.Jinli Suo, Xilin Chen, Shiguang Shan, Wen Gao and Qionghai Dai, "A Concatenational Graph Evolution Aging Model," IEEE Transactions on Pattern Analysis and Machine Intelligence, 34(11), 2083-2096 (2012).

23.Feng Xu and Qionghai Dai, "Occlusion-Aware Motion Layer Extraction Under Large Interframe Motions," IEEE Transactions on Image Processing, 20(9), 2615-2626 (2011).

24.Xun Cao, Hao Du, Xin Tong, Qionghai Dai and Stephen Lin, "A Prism-Mask System for Multispectral Video Acquisition," IEEE Transactions on Pattern Analysis and Machine Intelligence, 33(12), 2423-2435 (2011).

25.Feng Xu, Yebin Liu, Carsten Stoll, James Tompkin, Gaurav Bharaj, Qionghai Dai, Hans-Peter Seidel, Jan Kautz and Christian Theobalt, "Video-based Characters –Creating New Human Performances from a Multi-view Video Database," ACM Transactions on Graphics, 30(4), 32 (2011).

26.Chenglei Wu, Yebin Liu, Qionghai Dai, and Bennett Wilburn, "Fusing Multiview and Photometric Stereo for 3D Reconstruction under Uncalibrated Illumination," IEEE Transactions on Visualization and Computer Graphics, 17(8), 1082-1095 (2011).

27.Jingyu Yang, Yao Wang, Wenli Xu, and Qionghai Dai, "Image and Video Denoising Using Adaptive Dual-tree Discrete Wavelet Packets," IEEE Transactions on Circuits and Systems for Video Technology, 19(5), 642-655 (2009).

28.Jingyu Yang, Yao Wang, Wenli Xu, and Qionghai Dai, "Image Coding Using Dual-tree Discrete Wavelet Transform," IEEE Transactions on Image Processing, 17(9), 1555-1569 (2008).

29.Wei Jiang, Guihua Er and Qionghai Dai, "Similarity-based Online Feature Selection in Content-based Image Retrieval," IEEE Transactions on Image Processing, 15(3), 702-712 (2006).

30.Qionghai Dai, Xinjian Chen and Chuang Lin, "Fast Algorithms for Multidimensional DCT-to-DCT Computation Between A block And Its Associated Sub-blocks," IEEE Transactions on Signal Processing, 53(8), 3219-3225 (2005).

31.Qionghai Dai, Xinjian Chen and Chuang Lin, "A Novel VLSI Architecture for Multidimensional Discrete Wavelet Transform," IEEE Transactions on Circuits and Systems for Video Technology, 14(8), 1105-1110 (2004).

 

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