Understanding Symmetric Smoothing Filters : A Gaussian Mixture Model Perspective

Many patch-based image denoising algorithms can be formulated as applying a smoothing filter to the noisy image. Expressed as matrices, the smoothing filters must be row normalized, so that each row sums to unity. Surprisingly, if we apply a column normalization before the row normalization, the per...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 26(2017), 11 vom: 25. Nov., Seite 5107-5121
1. Verfasser: Chan, Stanley H (VerfasserIn)
Weitere Verfasser: Zickler, Todd, Lu, Yue M
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2017
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article