Education
- University of California, Los Angeles - Department of Mathematics
Ph.D in applied mathematics expected in June, 2010
Master in applied mathematics June, 2007
- Peking University, Beijing, China - School of Mathematics Sciences
B. S in applied mathematics June, 2005
GPA: 3.92/4.0 Ranking: 3/24
Thesis title: Numerical Methods in Image Restoration
Research interests
- Image restoration and medical imaging
- Sparse coding and its applications on image restoration
- 3D shape reconstruction, e.g. shape from defocus
- Optimization algorithms
Publications
- Toni Buades, Yifei Lou, J.M. Morel and Zhongwei Tang, " A Note on Multi-Image Denoising," (PDF)
In the proceeding of the International Workshop on Local and Non-Local Approximation (LNLA) in Image Processing, 2009.
- Yifei Lou, Paolo Favaro, Stefano Soatto and Andrea Bertozzi, " Nonlocal Similarity Image Filtering," (PDF)
In the proceeding of the International Conference on Image Analysis and Processing (ICIAP), 2009.
- Yifei Lou, Andrea Bertozzi and Stefano Soatto, " Direct Sparse Deblurring,"
- Yifei Lou, Xiaoqun Zhang, Stanley Osher and Andrea Bertozzi, " Image Recovery via Nonlocal Operators,"
- Yifei Lou, Paolo Favaro, Andrea Bertozzi and Stefano Soatto, " Autocalibration and Uncalibrated Reconstruction of Shape from Defocus," (PDF)
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2007
- Yifei Lou, Bin Zhang, Jing Wang and Ming Jiang, "Blind Deconvolution for Symmetric Point-spread Functions,"
27th IEEE EMBS Annual International Conference 2005
