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ClassifyRegions

Header:	AVL.h
Namespace:	avl

Splits an array of regions according to the selected feature and range.

Syntax

void avl::ClassifyRegions
(
	const atl::Array<avl::Region>& inRegions,
	avl::RegionFeature::Type inFeature,
	atl::Optional<float> inMinimum,
	atl::Optional<float> inMaximum,
	atl::Optional<atl::Array<avl::Region>&> outAccepted,
	atl::Optional<atl::Array<avl::Region>&> outRejected = atl::NIL,
	atl::Optional<atl::Array<avl::Region>&> outBelow = atl::NIL,
	atl::Optional<atl::Array<avl::Region>&> outAbove = atl::NIL,
	atl::Optional<atl::Array<float>&> outValues = atl::NIL
)

Parameters

Name	Type	Default	Description
inRegions	const Array<Region>&		Input regions
inFeature	RegionFeature::Type		Region feature value to be computed
inMinimum	Optional<float>	NIL	Lowest value of the range
inMaximum	Optional<float>	NIL	Highest value of the range
outAccepted	Optional<Array<Region>&>		Regions with feature values matching the range
outRejected	Optional<Array<Region>&>	NIL	Regions with feature values outside the range
outBelow	Optional<Array<Region>&>	NIL	Regions with feature values lower than inMinimum
outAbove	Optional<Array<Region>&>	NIL	Regions with feature values higher than inMaximum
outValues	Optional<Array<float>&>	NIL	Computed feature values

Optional Outputs

The computation of following outputs can be switched off by passing value atl::NIL to these parameters: outAccepted, outRejected, outBelow, outAbove, outValues.

Description

The filter accepts an array of regions and splits it into output arrays, depending on how each of the computed feature values fits the (inMinimum, inMaximum) range.

Regions corresponding to feature values lower than inMinimum are passed onto outBelow and outRejected.
Regions corresponding to feature values that fit closed range (inMinimum, inMaximum) are passed onto outAccepted.
Regions corresponding to feature values higher than inMaximum are passed onto outAbove and outRejected.

In the special case of inMinimum being greater than inMaximum, first matching condition is applied, which means that objects corresponding to values higher than inMaximum and lower than inMinimum are passed onto outBelow.

To learn about possible features to classify regions, one should see RegionFeature documentation. To know details about particular feature, corresponding filter article should be read.

Hints

Pass an array of regions to the inRegions input.
Using the inFeature input select a feature that well separates the interesting objects.
Set the range of inMinimum and inMaximum to define the accepted objects. Refer to the outValues output to see the feature values for all input objects.

Examples

ClassifyRegions performed with Elongation selected as the region feature and inMaximum = 10. The blue regions are from outAccepted output, the orange ones from outRejected.