Image Denoising
Project status: Active
Research Areas
| Computer Vision |
People
| Michael J. Black |
| Stefan Roth |
Publications
Roth, S., and Black, M. Fields of Experts: A framework for learning image priors. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (Jun 2005), pp. 860-867. [ pdf ]
Scharr, H., Black, M., and Haussecker, H. Image statistics and anisotropic diffusion. In Proceedings of the International Conference on Computer Vision (ICCV) (Oct 2003), pp. 840-847. [ pdf ]
Black, M., and Sapiro, G. Edges as outliers: Anisotropic smoothing using local image statistics. In Proceedings of the 2nd International Conference on Scale-Space Theories in Computer Vision, Scale-Space '99 (Corfu, Greece, Sep 1999), pp. 259-270. [ pdf ]
Black, M., Sapiro, G., Marimont, D., and Heeger, D. Robust anisotropic diffusion. IEEE Transactions of Image Processing, Special issue on Partial Differential Equations and Geometry Driven Diffusion in Image Processing and Analysis 7, 3 (Mar 1998), 421-432. [ pdf ]
Black, M., Sapiro, G., Marimont, D., and Heeger, D. Robust anisotropic diffusion: Connections between robust statistics, line processing, and anisotropic diffusion. In Proceedings of the Conference on Scale-Space Theory in Computer Vision, Scale-Space'97 (Jul 1997), pp. 323-326. [ pdf ]
Black, M., and Rangarajan, A. On the unification of line processes, outlier rejection, and robust statistics with applications in early vision. International Journal of Computer Vision 19, 1 (Jul 1996), 57-92. [ pdf ]
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