Image Denoising Using Complex Wavelets and Markov Prior Models

We combine the techniques of the complex wavelet transform and Markov random fields (MRF) model to restore natural images in white Gaussian noise. The complex wavelet transform outperforms the standard real wavelet transform in the sense of shift-invariance, directionality and complexity. The prior...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Jin, Fu, Fieguth, Paul, Winger, Lowell
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Applied sciences Artificial intelligence complex wavelet transform Computer science control theory systems Exact sciences and technology image denoising Markov random field Pattern recognition. Digital image processing. Computational geometry
Online-Zugang:	Volltext
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