Ce Liu
BiographyCe Liu got his PhD from Massachusetts Institute of Technology in Computer Science in 2009. Now he is a postdoc researcher at Microsoft Research New England and a research affiliate at CSAIL MIT. He received the BS degree in automation and the ME degree in pattern recognition from the Department of Automation, Tsinghua University in 1999 and 2002, respectively. From 2002 to 2003, he worked at Microsoft Research Asia as an assistant researcher. His research interests include computer vision, computer graphics, and machine learning. He has published more than 20 papers in the top conferences and journals in these fields. He received a Microsoft Fellowship in 2005, the outstanding student paper award at the Advances in Neural Information Processing Systems (NIPS) in 2006, a Xerox Fellowship in 2007, and the best student paper award at IEEE Conference on Computer Vision and Pattern Recognition (CVPR) in 2009. |
Publications[1] C. Liu, J. Yuen, A. Torralba, J. Sivic, and W. T. Freeman. SIFT flow: dense correspondence across different scenes. To appear in European Conference on Computer Vision (ECCV) 2008. Oral presentation. [2] C. Liu, W. T. Freeman, E. H. Adelson and Y. Weiss. Human-assisted motion annotation. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2008. [3] C. Liu, R. Szeliski, S. B. Kang, C. L. Zitnick and W. T. Freeman. Automatic estimation and removal of noise from a single image. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 30, No. 2, Feb. 2008. [4] B. Russell, A. Torralba, C. Liu, R. Fergus and W. T. Freeman. Object recognition by scene alignment. Advances in Neural Information Processing Systems (NIPS), 2007. [5] C. Liu, H. Y. Shum and W. T. Freeman. Face hallucination: theory and practice. International Journal of Computer Vision (IJCV), Vol. 75, No. 1, pp. 115-134, October, 2007. [6] M. F. Tappen, C. Liu, E. H. Adelson and W. T. Freeman. Learning Gaussian conditional random fields for low-level vision. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 1-8, 2007. [7] C. Liu, W. T. Freeman and E. H. Adelson. Analysis of contour motions. Advances in Neural Information Processing Systems (NIPS) 2006, oral presentation. Outstanding Student Paper Award. [8] C. Liu, W. T. Freeman, R. Szeliski and S. B. Kang. Noise estimation from a single image. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 901-908, 2006. [9] C. Liu, A. Torralba, W.T . Freeman, F. Durand and E. H. Adelson. Motion magnification. ACM SIGGRAPH 2005, pp. 519-526, 2005. [10] L. Yuan, F. Wen, C. Liu and H. Y. Shum. Synthesizing dynamic texture with closed-loop linear dynamic system. European Conference on Computer Vision (ECCV), 2004. [11] C. Y. Wu, C. Liu, H. Y. Shum, Y. Q. Xu and Z. Y. Zhang. Automatic eyeglasses removal from face images. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 26, No. 3, pp. 322-336, March 2004. [12] C. Liu and H. Y. Shum. Kullback-Leibler boosting. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 587-594, 2003. [13] S. C. Yan, C. Liu, S. Z. Li, H.J. Zhang, H. Shum, Q. S. Cheng. Face alignment using texture constrained active shape models. Image and Vision Computing, Vol. 21, Issue 1, Pages 69-75, January, 2003. [14] Z. Q. Liu, C. Liu, H.Y . Shum and Y. Z. Yu. Pattern-based texture metamorphosis. Pacific Conference on Computer Graphics and Applications, pp. 184-193, 2002. [15] S.C. Yan, C. Liu, S. Z. Li, L. Zhu, Z, H.J. Zhang, H. Y. Shum and Q. S. Cheng. Texture constrained active shape models. ECCV 2002 Workshop on Generative Model Based Vision. Copenhagen, Denmark . May, 2002. [16] C. Liu, H. Y. Shum and S.C. Zhang. Hierarchical shape model for automatic face localization. European Conference on Computer Vision (ECCV), pp. 687-703, 2002. [17] C. Y. Wu, C. Liu, H. Y. Shum, Y. Q. Xu and Z. Y. Zhang. Automatic eyeglasses removal from face images. Asian Conference on Computer Vision (ACCV), pp. 193-198, 2002. [18] C. Liu, H. Y. Shum and C. S. Zhang. Two-step approach to hallucinating faces: global parametric model and local nonparametric model. IEEE Conference on Computer Vision and Pattern Recognition (CVPR). Vol. 1, pp. 192-198, 2001. [19] C. Y. Wu, C. Liu and J. Zhou. Eyeglasses verification by support vector machine. IEEE Pacific Ring Conference on Multimedia, pp. 1126-1131, 2001. [20] L. Liang, C. Liu, Y. Q. Xu, B. N. Guo and H. Y. Shum. Real-time texture synthesis by patch-based sampling. ACM Transactions on Graphics (TOG), Vol. 20, No. 3, pp. 127-150, July 2001. [21] C. Liu, S.C. Zhu and H. Y. Shum. Learning inhomogeneous Gibbs model of faces by minimax entropy. IEEE International Conference on Computer Vision (ICCV), pp. 281-287, 2001. Awards
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