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In This Chapter
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Wavelet Analysis
- Wavelet Transform
- Multiresolution Analysis
- Signal Processing
- Other Bases
- 2D Wavelets
- Contourlets, Curvelets, and Ridgelets
- Coefficient Histograms
- Scale Invariance
- Correlations between Coefficients
- Complex Wavelets
- Correlations between Scales
- Application: Image Denoising
- Application: Progressive Reconstruction
- Application: Texture Synthesis
- References
Abstract
This entry discusses methods that are used in the analysis of local structure in images—in particular, wavelets. That is, when an image’s statistical structure does not vary by image location. Wavelets are introduced and its various properties are covered. Wavelets can be used to analyze structure in images and also in image compression, and denoising.
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