Dai, Shengyang
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I am working as a Senior Applied Researcher in Sony US Research Center at San Jose from Jun. 2009. Before that, I obtained my Ph.D. degree in Image and Video Processing Lab at EECS department of Northwestern University. My Ph.D. advisor is Prof. Ying Wu. I got my B.E. and M.S. degrees from the Electrical Engineering Department of Tsinghua University, Beijing, China in 2001 and 2004, respectively, under the supervision of Prof. Yu-Jin Zhang.
I am interested in challenging problems in image/video processing, computer vision, machine learning and computer graphics.
Curriculum Vitae: [PDF]
Project: [Motion from Blur][Softcuts Super Resolution]
Selected Publications:
Jialue Fan, Ying Wu, and Shengyang Dai, "Discriminative Spatial Attention for Robust Tracking ", In Proc. European Conference on Computer Vision (ECCV) 2010. [Project] new!
PhD dissertation, "Conquering Image Imperfectness by Priors". new!
Shengyang Dai and Ying Wu, "Removing Partial Blur in a Single Image", In Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'09). new!
Shengyang Dai, Simon Baker, and Sing Bing Kang, "An MRF-Based DeInterlacing Algorithm with Exemplar-Based Refinement", IEEE Transactions on Image Processing (T-IP), vol. 18, no. 4, pp. 956-968, May 2009. new!
Shengyang Dai, Mei Han, Wei Xu, Ying Wu, Yihong Gong, and Aggelos K. Katsaggelos, "SoftCuts: A Soft Edge Smoothness Prior for Color Image Super-Resolution", IEEE Transactions on Image Processing (T-IP), vol. 18, no. 4, pp. 969-981, May 2009. new!
Shengyang Dai and Ying Wu, "Motion from Blur", In Proc. IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'08), Anchorage, Alaska, USA, June 24-26, 2008. (Oral) [Project][PPT][Source Code Available Now]
Shengyang Dai, Mei Han, Wei Xu, Ying Wu, and Yihong Gong, "Soft Edge Smoothness Prior for Alpha Channel Super Resolution", In Proc. IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'07), Minneapolis, Minnesota, USA, June 18-23, 2007. (Oral) [Project]
Shengyang Dai, Ming Yang, Ying Wu, and Aggelos K. Katsaggelos, "Detector Ensemble", In Proc. IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'07), Minneapolis, Minnesota, USA, June 18-23, 2007.
Email: shengyangdai2009 AT u DOT northwestern DOT edu
last update: 07/10/2010