addNoiseToImage: addNoiseToImage
In neuroconductor-devel/ANTsR: ANTs in R: Quantification Tools for Biomedical Images
Description
Usage
Arguments
Value
Author(s)
Examples
View source: R/addNoiseToImage.R
Description
Add noise to image using additive Guassian, salt-and-pepper,
shot, or speckle noise.
Usage
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addNoiseToImage(
image,
noiseModel = c("additivegaussian", "saltandpepper", "shot", "speckle"),
noiseParameters
)
Arguments
image
input image
noiseModel
either "additivegaussian", "saltandpepper", "shot",
or "speckle".
noiseParameters
vector defining the noise models.
additivegaussian: (mean, standardDeviation),
saltandpepper: (probability, saltValue, pepperValue),
shot: (scale),
speckle: (standardDeviation),
Value
noise corrupted image.
Author(s)
NJ Tustison
Examples
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image <- antsImageRead( getANTsRData( "r16" ) )
noiseImage <- addNoiseToImage( image, "additivegaussian", c( 0, 1 ) )
noiseImage <- addNoiseToImage( image, "saltandpepper", c( 0.1, 0, 100 ) )
noiseImage <- addNoiseToImage( image, "shot", c( 1.0 ) )
noiseImage <- addNoiseToImage( image, "speckle", c( 1.0 ) )
neuroconductor-devel/ANTsR documentation built on April 1, 2021, 1:02 p.m.
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Description Usage Arguments Value Author(s) Examples
View source: R/addNoiseToImage.R
Description
Add noise to image using additive Guassian, salt-and-pepper, shot, or speckle noise.
Usage
1 2 3 4 5 | addNoiseToImage(
image,
noiseModel = c("additivegaussian", "saltandpepper", "shot", "speckle"),
noiseParameters
)
|
Arguments
image |
input image |
noiseModel |
either "additivegaussian", "saltandpepper", "shot", or "speckle". |
noiseParameters |
vector defining the noise models.
|
Value
noise corrupted image.
Author(s)
NJ Tustison
Examples
1 2 3 4 5 | image <- antsImageRead( getANTsRData( "r16" ) )
noiseImage <- addNoiseToImage( image, "additivegaussian", c( 0, 1 ) )
noiseImage <- addNoiseToImage( image, "saltandpepper", c( 0.1, 0, 100 ) )
noiseImage <- addNoiseToImage( image, "shot", c( 1.0 ) )
noiseImage <- addNoiseToImage( image, "speckle", c( 1.0 ) )
|
R Package Documentation
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Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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