boofcv.abst.denoise

Class FactoryImageDenoise

java.lang.Object

boofcv.abst.denoise.FactoryImageDenoise

public class FactoryImageDenoise
extends Object

Provides and easy to use interface for removing noise from images. In some cases more advanced option are hidden for sake of ease of use.

Author:

Peter Abeles

Constructor Summary

Constructors

Constructor and Description
FactoryImageDenoise()

Method Summary

Methods

Modifier and Type	Method and Description
static <T extends ImageSingleBand> WaveletDenoiseFilter<T>	waveletBayes(Class<T> imageType, int numLevels, double minPixelValue, double maxPixelValue) Denoises an image using BayesShrink wavelet denoiser.
static <T extends ImageSingleBand> WaveletDenoiseFilter<T>	waveletSure(Class<T> imageType, int numLevels, double minPixelValue, double maxPixelValue) Denoises an image using SureShrink wavelet denoiser.
static <T extends ImageSingleBand> WaveletDenoiseFilter<T>	waveletVisu(Class<T> imageType, int numLevels, double minPixelValue, double maxPixelValue) Denoises an image using VISU Shrink wavelet denoiser.

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

FactoryImageDenoise

public FactoryImageDenoise()

Method Detail

waveletVisu

public static <T extends ImageSingleBand> WaveletDenoiseFilter<T> waveletVisu(Class<T> imageType,
                                                              int numLevels,
                                                              double minPixelValue,
                                                              double maxPixelValue)

Denoises an image using VISU Shrink wavelet denoiser.

Parameters:

imageType - The type of image being transform.

numLevels - Number of levels in the wavelet transform. If not sure, try using 3.

minPixelValue - Minimum allowed pixel intensity value

maxPixelValue - Maximum allowed pixel intensity value

Returns:

filter for image noise removal.

waveletBayes

public static <T extends ImageSingleBand> WaveletDenoiseFilter<T> waveletBayes(Class<T> imageType,
                                                               int numLevels,
                                                               double minPixelValue,
                                                               double maxPixelValue)

Denoises an image using BayesShrink wavelet denoiser.

Parameters:

imageType - The type of image being transform.

numLevels - Number of levels in the wavelet transform. If not sure, try using 3.

minPixelValue - Minimum allowed pixel intensity value

maxPixelValue - Maximum allowed pixel intensity value

Returns:

filter for image noise removal.

waveletSure

public static <T extends ImageSingleBand> WaveletDenoiseFilter<T> waveletSure(Class<T> imageType,
                                                              int numLevels,
                                                              double minPixelValue,
                                                              double maxPixelValue)

Denoises an image using SureShrink wavelet denoiser.

Parameters:

imageType - The type of image being transform.

numLevels - Number of levels in the wavelet transform. If not sure, try using 3.

minPixelValue - Minimum allowed pixel intensity value

maxPixelValue - Maximum allowed pixel intensity value

Returns:

filter for image noise removal.