Maarten Jansen

Noise Reduction by Wavelet Thresholding (eBook, PDF)

• Format: PDF

Produktbeschreibung

Wavelets is an important research area in statistics with applications to signal processing and compression. This book discusses a fundamental denoising technique called "wavelet shrinkage." The book will be a reference for researchers and graduate students.

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Produktdetails

• Verlag: Springer US
• Seitenzahl: 196
• Erscheinungstermin: 6. Dezember 2012
• Englisch
• ISBN-13: 9781461301455
• Artikelnr.: 44052961

Inhaltsangabe

1. Introduction and overview.- 2. Wavelets and wavelet thresholding.- 3. The minimum mean squared error threshold.- 4. Estimating the minimum MSE threshold.- 5. Thresholding and GCV applicability in more realistic situations.- 6. Bayesian correction with geometrical priors for image noise reduction.- 7. Smoothing non-equidistantly spaced data using second generation wavelets and thresholding.