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Segments an image into blobs by thresholding Difference of Gaussians.
Namespace: | FilNet |
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Assembly: | FIL.NET.dll |
Syntax
C++
C#
public static void ExtractBlobs_DoG ( FilNet.Image inImage, float inStdDev, float inStdDevRatio, float inKernelRelativeSize, FilNet.IntensityThresholdParams inThresholdParams, FilNet.RegionProcessingParams inRegionProcessingParams, FilNet.BlobSplittingParams inBlobSplittingParams, IList<FilNet.Region> outBlobs, IList<int> diagBlobAreas, FilNet.Region diagBaseRegion )
Parameters
Name | Type | Range | Default | Description | |
---|---|---|---|---|---|
![]() | inImage | FilNet.Image | Image from which blobs are extracted. | ||
![]() | inStdDev | float | <0.0f, INF> | 3.0f | Smoothing standard deviation for the smaller Gaussian kernel. Default value: 3.0f. |
![]() | inStdDevRatio | float | <1.0f, INF> | 1.6f | Defines how many times larger is the second Gaussian kernel. Default value: 1.6f. |
![]() | inKernelRelativeSize | float | <0.0f, 3.0f> | 3.0f | A multiple of the standard deviation determining the size of the Gaussian kernel. Default value: 3.0f. |
![]() | inThresholdParams | FilNet.IntensityThresholdParams | Parameters for thresholding an image. | ||
![]() | inRegionProcessingParams | FilNet.RegionProcessingParams | Parameters for opening and closing of a region. | ||
![]() | inBlobSplittingParams | FilNet.BlobSplittingParams | Parameters for splitting region into blobs. | ||
![]() | outBlobs | System.Collections.Generic.IList<FilNet.Region> | Blobs extracted from the input image. | ||
![]() | diagBlobAreas | System.Collections.Generic.IList<int> | Areas of extracted blobs. | ||
![]() | diagBaseRegion | FilNet.Region | Region of pixels right after thresholding. |
Description
This filter can be used to quickly segment an image by thresholding Difference of Gaussians. It performs a series of operations on inImage:
- Difference of Gaussians is computed by DifferenceOfGaussians
- Difference of Gaussians is thresholded by ThresholdToRegion using parameters from inThresholdParams
- resulting region is opened and then closed by OpenRegion and CloseRegion using parameters from inRegionProcessingParams
- resulting region is split into blobs by SplitRegionIntoBlobs using parameters from inBlobSplittingParams
Examples
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ExtractBlobs_DoG performed on the sample image with inStdDev = 6.0 and inThresholdParams.MaxIntensity = -4.0.
Function Overrides
- ExtractBlobs_DoG(Image, Single, Single, Single, IntensityThresholdParams, RegionProcessingParams, BlobSplittingParams, IList<Region>)
- ExtractBlobs_DoG(Image, NullableRef<Region>, Single, Single, Single, IntensityThresholdParams, RegionProcessingParams, BlobSplittingParams, IList<Region>)
- ExtractBlobs_DoG(Image, NullableRef<Region>, Single, Single, Single, IntensityThresholdParams, RegionProcessingParams, BlobSplittingParams, IList<Region>, IList<Int32>, Region)