This task applies a Frost filter to a raster, to reduce speckling while preserving edges.
The Frost filter is an exponentially damped circularly symmetric filter that uses local statistics. The pixel being filtered is replaced with a value calculated based on the distance from the filter center, the damping factor, and the local variance.
Reference: Zhenghao Shi and Ko B. Fung, “A Comparison of Digital Speckle Filters,” Proceedings of IGARSS 94, August 8-12, 1994, pp. 2129-2133.
Example
e = ENVI()
File = Filepath('qb_boulder_msi', Subdir=['data'], $
Root_Dir=e.Root_Dir)
Raster = e.OpenRaster(File)
Task = ENVITask('FrostAdaptiveFilter')
Task.INPUT_RASTER = Raster
Task.DAMPING_FACTOR = 1.0
Task.Execute
DataColl = e.Data
DataColl.Add, Task.OUTPUT_RASTER
View = e.GetView()
Layer = View.CreateLayer(Task.OUTPUT_RASTER)
Syntax
Result = ENVITask('FrostAdaptiveFilter')
Input properties (Set, Get): DAMPING_FACTOR, INPUT_RASTER, OUTPUT_RASTER_URI, WINDOW_SIZE
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
TAGS
This task also contains the following properties:
DAMPING_FACTOR (optional)
Specify a floating-point damping factor that determines the amount of exponential damping. A value of 1.0 (the default) is sufficient for most radar images. Larger damping values preserve edges better but smooth less. A damping value of 0 results in the same output as a low pass filter.
INPUT_RASTER (required)
Specify a raster on which to perform Frost adaptive filtering.
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.
WINDOW_SIZE (optional)
Specify a square filtering window size. The default value is 3.
Version History
API Version
4.3
See Also
ENVITask, AdditiveLeeAdaptiveFilter Task, AdditiveMultiplicativeLeeAdaptiveFilter Task, BitErrorAdaptiveFilter Task, EnhancedFrostAdaptiveFilter Task, EnhancedLeeAdaptiveFilter Task, GammaAdaptiveFilter Task, KuanAdaptiveFilter Task, LocalSigmaAdaptiveFilter Task, MultiplicativeLeeAdaptiveFilter Task