add_noise_distributionT_add_noise_distributionAddNoiseDistributionAddNoiseDistributionadd_noise_distribution (Operator)

Name

add_noise_distributionT_add_noise_distributionAddNoiseDistributionAddNoiseDistributionadd_noise_distribution — Add noise to an image.

Signature

add_noise_distribution(Image : ImageNoise : Distribution : )

Herror T_add_noise_distribution(const Hobject Image, Hobject* ImageNoise, const Htuple Distribution)

void AddNoiseDistribution(const HObject& Image, HObject* ImageNoise, const HTuple& Distribution)

HImage HImage::AddNoiseDistribution(const HTuple& Distribution) const

static void HOperatorSet.AddNoiseDistribution(HObject image, out HObject imageNoise, HTuple distribution)

HImage HImage.AddNoiseDistribution(HTuple distribution)

def add_noise_distribution(image: HObject, distribution: Sequence[float]) -> HObject

Description

add_noise_distributionadd_noise_distributionAddNoiseDistributionAddNoiseDistributionAddNoiseDistributionadd_noise_distribution adds noise distributed according to DistributionDistributionDistributionDistributiondistributiondistribution to the ImageImageImageImageimageimage. The resulting gray values are clipped to the range of the corresponding pixel type.

The DistributionDistributionDistributionDistributiondistributiondistribution is stored in a tuple of length 513. The individual values of this tuple define the frequency of noise with a specific amplitude defined by the position within the tuple. The central value, i.e., the value at the position 256 in the tuple defines the frequency of pixels that are not changed. The value at the position 255 defines the frequency of pixels for which the grayvalue is decreased by 1. The value at the position 254 defines the respective frequency for a grayvalue decrease of 2, and so on. Analogously, the value at position 257 defines the frequency of pixels for which the grayvalue is increased by 1.

The DistributionDistributionDistributionDistributiondistributiondistribution represents salt and pepper noise if at most one value at a position smaller than 256 is not equal to zero and at most one value at a position larger than 256 is not equal to zero. In case of salt and pepper noise, the added noisy pixels are set to the minimum (pepper) and maximum (salt) values that can be represented by ImageNoiseImageNoiseImageNoiseImageNoiseimageNoiseimage_noise if the amount of pepper is indicated by the value at position 0 and the amount of salt is indicated by the value at position 512 in the tuple.

Execution Information

Parameters

ImageImageImageImageimageimage (input_object)  (multichannel-)image(-array) objectHImageHObjectHImageHobject (byte / int2)

Input image.

ImageNoiseImageNoiseImageNoiseImageNoiseimageNoiseimage_noise (output_object)  (multichannel-)image(-array) objectHImageHObjectHImageHobject * (byte / int2)

Noisy image.

Number of elements: ImageNoise == Image

DistributionDistributionDistributionDistributiondistributiondistribution (input_control)  distribution.values-array HTupleSequence[float]HTupleHtuple (real) (double) (double) (double)

Noise distribution.

Number of elements: 513

Example (HDevelop)

read_image(Image,'mreut')
dev_display (Image)
sp_distribution(30,30,Dist)
add_noise_distribution(Image,ImageNoise,Dist)
dev_display (ImageNoise)

Example (C)

read_image(&Image,"fabrik");
disp_image(Image,WindowHandle);
set_d(PerSalt,30.0,0);
set_d(PerPepper,30.0,0);
T_sp_distribution(PerSalt,PerPepper,&Dist);
T_add_noise_distribution(Image,&ImageNoise,Dist);
disp_image(ImageNoise,WindowHandle);

Example (HDevelop)

read_image(Image,'mreut')
dev_display (Image)
sp_distribution(30,30,Dist)
add_noise_distribution(Image,ImageNoise,Dist)
dev_display (ImageNoise)

Example (HDevelop)

read_image(Image,'mreut')
dev_display (Image)
sp_distribution(30,30,Dist)
add_noise_distribution(Image,ImageNoise,Dist)
dev_display (ImageNoise)

Example (HDevelop)

read_image(Image,'mreut')
dev_display (Image)
sp_distribution(30,30,Dist)
add_noise_distribution(Image,ImageNoise,Dist)
dev_display (ImageNoise)

Result

add_noise_distributionadd_noise_distributionAddNoiseDistributionAddNoiseDistributionAddNoiseDistributionadd_noise_distribution returns 2 ( H_MSG_TRUE) if all parameters are correct. If the input is empty the behavior can be set via set_system('no_object_result',<Result>)set_system("no_object_result",<Result>)SetSystem("no_object_result",<Result>)SetSystem("no_object_result",<Result>)SetSystem("no_object_result",<Result>)set_system("no_object_result",<Result>). If necessary, an exception is raised.

Possible Predecessors

gauss_distributiongauss_distributionGaussDistributionGaussDistributionGaussDistributiongauss_distribution, sp_distributionsp_distributionSpDistributionSpDistributionSpDistributionsp_distribution, noise_distribution_meannoise_distribution_meanNoiseDistributionMeanNoiseDistributionMeanNoiseDistributionMeannoise_distribution_mean

Alternatives

add_noise_whiteadd_noise_whiteAddNoiseWhiteAddNoiseWhiteAddNoiseWhiteadd_noise_white

See also

sp_distributionsp_distributionSpDistributionSpDistributionSpDistributionsp_distribution, gauss_distributiongauss_distributionGaussDistributionGaussDistributionGaussDistributiongauss_distribution, noise_distribution_meannoise_distribution_meanNoiseDistributionMeanNoiseDistributionMeanNoiseDistributionMeannoise_distribution_mean, add_noise_whiteadd_noise_whiteAddNoiseWhiteAddNoiseWhiteAddNoiseWhiteadd_noise_white

Module

Foundation