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  >  Docs Center  >  ENVI API  >  Processing  >  ClassificationClumping

ClassificationClumping

ENVIClassificationClumpingTask

This task performs a clumping method on a classification image. This operation clumps adjacent similar classified areas using morphological operators. Classified images often suffer from a lack of spatial coherency (speckle or holes in classified areas). Low pass filtering could be used to smooth these images, but the class information would be contaminated by adjacent class codes. Clumping classes solves this problem. The selected classes are clumped together by first performing a dilate operation then an erode operation on the classified image using one specified kernel (structuring element) for each operation.

Example


The following example performs an unsupervised classification, followed by a sieving, then clumping operation to remove the remaining black pixels.

; Start the application
e = ENVI()
 
; Open an input file
File = Filepath('qb_boulder_msi', Subdir=['data'], $
  Root_Dir=e.Root_Dir)
Raster = e.OpenRaster(File)
 
; Process a spatial subset
Subset = ENVISubsetRaster(Raster, Sub_Rect=[600,200,799,399])
 
; Create a classification ENVIRaster
ClassTask = ENVITask('ISODATAClassification')
ClassTask.INPUT_RASTER = Subset
ClassTask.OUTPUT_RASTER_URI = e.GetTemporaryFilename()
ClassTask.Execute
 
; Get the collection of data objects currently available in the Data Manager
DataColl = e.Data
 
; Add the class image to the Data Manager
DataColl.Add, ClassTask.OUTPUT_RASTER
 
; Display the result
View1 = e.GetView()
Layer1 = View1.CreateLayer(ClassTask.OUTPUT_RASTER)
 
; Run the sieving task
SievingTask = ENVITask('ClassificationSieving')
SievingTask.INPUT_RASTER = ClassTask.OUTPUT_RASTER
SievingTask.OUTPUT_RASTER_URI = e.GetTemporaryFilename()
SievingTask.Execute
 
; Run the clumping task
ClumpingTask = ENVITask('ClassificationClumping')
ClumpingTask.INPUT_RASTER = SievingTask.OUTPUT_RASTER
ClumpingTask.OUTPUT_RASTER_URI = e.GetTemporaryFilename()
ClumpingTask.Execute
 
; Add the output to the Data Manager
DataColl.Add, ClumpingTask.OUTPUT_RASTER
 
; Display the result
Layer2 = View1.CreateLayer(ClumpingTask.OUTPUT_RASTER)
 
; Flicker between the original classification and the result
; after clumping
Portal = View1.CreatePortal()
Portal.Animate, 2.0, /FLICKER

Syntax


Result = ENVITask('ClassificationClumping')

Input properties (Set, Get): CLASS_ORDER, DILATE_KERNEL, ERODE_KERNEL, INPUT_RASTER, OUTPUT_RASTER_URI

Output properties (Get only):OUTPUT_RASTER

Properties marked as "Set" are those that you can set to specific values. You can also retrieve their current values any time. Properties marked as "Get" are those whose values you can retrieve but not set.

Methods


This task inherits the following methods from ENVITask:

AddParameter

Execute

Parameter

ParameterNames

RemoveParameter

Properties


This task inherits the following properties from ENVITask:

COMMUTE_ON_DOWNSAMPLE

COMMUTE_ON_SUBSET

DESCRIPTION

DISPLAY_NAME

NAME

REVISION

This task also contains the following properties:

CLASS_ORDER (optional)

Specify the order of class names in which clumping is applied to the classification image. If you do not specify this property, the classes are processed from first to last.

DILATE_KERNEL (required)

Specify a 2D array of zeros and ones that represents the structuring element (kernel) used for a dilate operation. If no kernel is specified, a 3 x 3 array will be used with a value of 1 for all of the array elements. Dilation is a morphological operation that uses a structuring element to expand the shapes contained in the input image.

ERODE_KERNEL (required)

Specify a 2D array of zeros and ones that represents the structuring element (kernel) used for a erode operation. If no kernel is specified, a 3 x 3 array will be used with a value of 1 for all of the array elements. Erosion is a morphological operation that uses a structuring element to reduce the shapes contained in the input image.

INPUT_RASTER (required)

Specify a raster on which to perform classification clumping.

OUTPUT_RASTER

This is a reference to the output raster of filetype ENVI.

OUTPUT_RASTER_URI (optional)

Specify a string with the fully qualified filename and path of the associated OUTPUT_RASTER. If you do not specify this property, or set it to an exclamation symbol (!), a temporary file will be created.

Version History


ENVI 5.2, Service Pack 1

Introduced

API Version


3.2

See Also


ENVITask, ENVITask::Parameter, ENVISubsetRaster, ENVIISODATAClassificationTask, ENVIClassificationSmoothingTask, ENVIClassificationAggregationTask, ENVIClassificationSievingTask



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