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ExtractBlobs_Intensity
Segments an image into blobs by thresholding.
| Name | Type | Description | |
|---|---|---|---|
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inImage | Image | Image from which blobs are extracted |
|
inRoi | Region* | Range of pixels to be processed |
|
inThresholdParams | IntensityThresholdParams | Parameters for thresholding an image |
|
inRegionProcessingParams | RegionProcessingParams | Parameters for opening and closing of a region |
|
inBlobSplittingParams | BlobSplittingParams | Parameters for splitting region into blobs |
 |
outBlobs | RegionArray | Blobs extracted from the input image |
 |
diagBlobAreas | IntegerArray | Areas of extracted blobs |
|
diagBaseRegion | Region | Region of pixels right after thresholding |
Description
This filter can be used to quickly segment an image. It performs a series of operations on inImage:
- image 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
Description of usage of this filter can be found in examples and tutorial: Calibration World Coordinates On Original Images, Chocolate Cookies Inspection 3D, Nails, Screws and Nuts.
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ExtractBlobs_Intensity performed on the sample image with inThresholdParams.MaxIntensity = 84.0 and inRegionProcessingParams.ClosingRadius = 10.
Complexity Level
This filter is available on Basic Complexity Level.
Filter Group
This filter is member of ExtractBlobs filter group.
See Also
- ExtractBlobs_Dynamic – Segments an image into blobs by dynamic thresholding.
- ExtractBlobs_Color – Segments an image into blobs by color-based thresholding.
- ExtractBlobs_DoG – Segments an image into blobs by thresholding Difference of Gaussians.
