-
Biography
Education
Professional Experience
2005.1- present Tsinghua University, Professor
1999.1-2004.12 Department of Automation, Tsinghua University, Associate Professor
1997.1-1998.12 Department of Automation, Tsinghua University, Post-doctor
Additional Positions
? Associate editor, IEEE Transactions on Neural Networks and Learning Systems 2013- present
? Associate editor, IEEE Transactions on Image Processing 2014- present
? Associate editor, IEEE Transactions on Circuits and Systems for Video Technology 2012-2013
? TC member of Visual Signal Processing and Communication (VSPC), IEEE Circuits and Systems Society 2012- present
? General chair, 10th International Conference on Mobile and Ubiquitous Multimedia (MUM), 2011
? Conference chair, Optoelectronic Imaging and Multimedia Technology III conference in SPIE/COS Photonics Asia, 2014
? Industry & exhibition chair, International Symposium on Circuits and Systems (ISCAS), 2013
? Financial chair, 25th Picture Coding Symposium (PCS), 2006
? Track chair, International Conference on Multimedia and Expo (ICME), 2009
? Keynote/Invited talks at: PCS 2010, 3DTV 2010, and VCIP 2011, ISPDI 2013, IIH-MSP 2013, ICME Hot3D Workshop 2014
Opening
Personal Webpage
Download CV
-
Current Courses
00250141 Capturing and Displaying of Visual Information, Undergraduate Course
30250223 Basis and Application of Digital Video, Undergraduate Course
80250773 Video Processing and Broadband Communication, Postgraduate Course
80250852 Computational Photography, Postgraduate Course
Master’s & Ph.D. Advising
-
Research Interests
1.Computational Photography
2.Computational Imaging
3.Computer Vision
4. 3D Video
Projects
1. Source Coding and Channel Coding, National Science Fund for Distinguished Young Scholars, NSFC, 2006-2009 (PI)
2. Key Techniques of Digital Media Networking System, Key Program, NSFC, 2005-2008 (PI)
Research Output
-
Selected Publications
[1] G. Ye, E. Garces, Y. Liu, Q. Dai, D. Gutierrez, “Intrinsic Video and Applications,” to appear in ACM Transactions on Graphics, 2014
[2] Y. Gao, R. Ji, P. Cui, Q. Dai, G. Hua, “Hyperspectral Image Classification Through Bilayer Graph-Based Learning,” IEEE Transactions on Image Processing, Vol. 23, No. 7, pp. 2769-2778, 2014
[3] X. Hu, Y. Deng, X. Lin, J. Suo, Q. Dai, C. Barsi , R. Raskar, “Robust and accurate transient light transport decomposition via convolutional sparse coding,” Optics Letters, Vol. 39, No. 11, pp. 3177-3180, 2014
[4] J. Suo, L. Bian, F. Chen, Q. Dai, “Bispectral Coding: Compressive and High Quality Acquisition of Fluorescence and Reflectance,” Optics Express, Vol. 22, No. 2, pp. 1697-1712, 2014
[5] F. Shao, W. Lin, G. Jiang, Y. Mei, Q. Dai. “Depth map coding for view synthesis based on distortion analyses,” IEEE Journal on Emerging and Selected Topics in Circuits and Systems, Vol. 4, No. 1, pp. 106-117, 2014
[6] Wu, A. Velten, M. O’Toole, B. Masia, A. Agrawal, Q. Dai, R. Ramesh, “Decomposing Global Light Transport Using Time of Flight Imaging,” International Journal of Computer Vision, Vol. 107,No. 2, pp. 123-138, 2014
[7] Wu, G. Wetzstein, C. Barsi, T. Willwacher, Q. Dai, R. Raskar, “Ultra-fast lensless computational imaging through 5D frequency analysis of time-resolved light transport,” International Journal of Computer Vision, pp. 1-13, 2013
[8] Y. Liu, J. Gall, C. Stoll, Q. Dai, H. Seidel, C. Theobalt, “Markerless Motion Capture of Multiple Characters Using Multiview Image Segmentation,” IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 35, No. 11, pp. 2720-35, 2013 (spotlight paper)
[9] Y. Deng, Q. Dai, R. Liu, Z. Zhang, S. Hu, “Low-Rank Structure Learning via Nonconvex Heuristic Recovery,” IEEE Transactions on Neural Networks and Learning Systems, Vol. 24, No. 3, pp. 383-396, 2013 (spotlight paper)
[10] Y. Wang, J. Min, J. Zhang, Y. Liu, F. Xu, Q. Dai, J. Chai, “Video-based hand manipulation capture through composite motion control,” ACM Transactions on Graphics, Vol. 32, No. 4, pp. 43, 2013
[11] C. Ma, X. Cao, X. Tong, Q. Dai, S. Lin, “Acquisition of High Spatial and Spectral Resolution Video with a Hybrid Camera System,” International Journal of Computer Vision, pp. 1-15, 2013
[12] J. Suo, X. Chen, S. Shan, W. Gao, Q. Dai, “A Concatenational Graph Evolution Aging Model,” IEEE Transactions on Pattern Analysis And Machine Intelligence, Vol. 34 , No. 11, pp. 2083-2096, 2012
[13] Xu, Y. Liu, C. Stoll, J. Tompkin, G. Bharaj, Q. Dai, H. Seidel, J. Kautz, C. Theobalt, “Video-based Characters –Creating New Human Performances from a Multi-view Video Database,” ACM Transactions on Graphics, Vol. 30, No. 4, pp. 32, 2011
[14] X. Cao, H. Du, X. Tong, Q. Dai , S. Lin, “A Prism-Mask System for Multispectral Video Acquisition,” IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 33, No. 12, pp. 2423-2435, 2011
[15] X. Cao, A. Bovik, Y. Wang, Q. Dai, “Converting 2D video to 3D: An Efficient Path to a 3D Experience,” IEEE Multimedia, Vol. 18, No. 4, pp.12-17, 2011 (Spotlight Paper)
1. C. Ma, X. Lin, J. Suo, Q. Dai and G. Wetzstein, “Transparent Object Reconstruction via Coded Transport of Intensity,” IEEE International Conference on Computer Vision and Pattern Recognition, 2014 (ORAL)
2. J. Lin, Y. Liu, M. Hullin, Q. Dai, “Fourier Analysis on Transient Imaging with a Multifrequency Time-of-Flight Camera,” IEEE International Conference on Computer Vision and Pattern Recognition, 2014 (ORAL)
3. T. Yue, S. Cho, J. Wang, Q. Dai, “Hybrid Image Deblurring by Fusing Edge and Power Spectrum Information,” to appear in European Conference on Computer Vision, 2014
4. M. Zhang, X. Lin, M. Gupta, J. Suo, Q. Dai, “Recovering Scene Geometry under Wavy Fluid via Distortion and Defocus Analysis,” to appear in European Conference on Computer Vision, 2014
5. C. Ma, J. Suo, Q. Dai, R. Raskar, G. Wetzstein, “High-rank coded aperture projection for extended depth of field,” IEEE International Conference on Computational Photography, pp. 1-9, 2013
6. X. Lin, J. Suo, G. Wetzstein, Q. Dai, R. Ramesh, “Coded focal stack photography,” IEEE International Conference on Computational Photography, pp. 1-9, 2013
7. Y. Zhang, X. Ji, H. Wang, L. Zhang, Q. Dai, “Content Adaptive Subsampling for Stereo Interleaving Video Coding,” Data Compression Conference, pp. 179-188, 2012
8. C. Fu, X. Ji, Y. Zhang, Q. Dai, “A Single Frame Super-Resolution Method Based on Matrix Completion,” Data Compression Conference, pp. 297-306, 2012
9. R. Wang, H. Guo, L. Davis, Q. Dai, “Covariance discriminative learning: A natural and efficient approach to image set classification,” IEEE International Conference on Computer Vision and Pattern Recognition, pp. 2496-2503, 2012
10. K. Li, F. Xu, J. Wang, Q. Dai, Y. Liu, “A data-driven approach for facial expression synthesis in video” IEEE International Conference on Computer Vision and Pattern Recognition, pp. 57-64, 2012
Books
Patents
Others
-
Awards and Honors
1. “3D Video Reconstruction and Display Techniques and Apparatuses”, National Invention Award, First Prize, 2012
2. “Novel Techniques in Video Streaming Service for Converged Network”, National Invention Award, Second Prize, 2008
3. National Science Fund for Distinguished Young Scholars, 2005