IEEE - Institute of Electrical and Electronics Engineers, Inc. - Bayesian restoration of noisy images with the EM algorithm

Proceedings of International Conference on Image Processing

Author(s): Saeed, M. ; Rabiee, H.R. ; Karl, W.C. ; Nguyen, T.Q.
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 January 1997
Conference Location: Santa Barbara, CA, USA, USA
Conference Date: 26 October 1997
Volume: 2
ISBN (Paper): 0-8186-8183-7
DOI: 10.1109/ICIP.1997.638758
Regular:

In this paper, we demonstrate that a window-based Gaussian mixture model can be applied in the development of a robust nonlinear filter for image restoration. Via the EM algorithm, we utilize ML... View More

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