region_featuresregion_featuresRegionFeaturesRegionFeaturesregion_features (Operator)

Name

region_featuresregion_featuresRegionFeaturesRegionFeaturesregion_features — Calculate shape features of regions.

Signature

Description

The operator region_featuresregion_featuresRegionFeaturesRegionFeaturesRegionFeaturesregion_features calculates for each input region from RegionsRegionsRegionsRegionsregionsregions the indicated features (FeaturesFeaturesFeaturesFeaturesfeaturesfeatures).

For an illustration of these features, please refer to the documentation of this chapter (Regions / Features).

Possible values for FeaturesFeaturesFeaturesFeaturesfeaturesfeatures:

'area':

Area of the object

'row':

Row index of the center

'column':

Column index of the center

'row1':

Row index of upper left corner

'column1':

Column index of upper left corner

'row2':

Row index of lower right corner

'column2':

Column index of lower right corner

'width':

Width of the region (parallel to the coordinate axes)

'height':

Height of the region (parallel to the coordinate axes)

'ratio':

Ratio of the height and the width of the region (parallel to the coordinate axes)

'circularity':

Circularity (see circularitycircularityCircularityCircularityCircularitycircularity)

'compactness':

Compactness (see compactnesscompactnessCompactnessCompactnessCompactnesscompactness)

'contlength':

Total length of contour (see operator contlengthcontlengthContlengthContlengthContlengthcontlength)

'convexity':

Convexity (see convexityconvexityConvexityConvexityConvexityconvexity)

'rectangularity':

Rectangularity (see rectangularityrectangularityRectangularityRectangularityRectangularityrectangularity)

'ra':

Main radius of the equivalent ellipse (see elliptic_axiselliptic_axisEllipticAxisEllipticAxisEllipticAxiselliptic_axis)

'rb':

Secondary radius of the equivalent ellipse (see elliptic_axiselliptic_axisEllipticAxisEllipticAxisEllipticAxiselliptic_axis)

'phi':

Orientation of the equivalent ellipse (see elliptic_axiselliptic_axisEllipticAxisEllipticAxisEllipticAxiselliptic_axis)

'anisometry:'

Anisometry (see eccentricityeccentricityEccentricityEccentricityEccentricityeccentricity)

'bulkiness:'

Bulkiness (see operator eccentricityeccentricityEccentricityEccentricityEccentricityeccentricity)

'struct_factor:'

Structure Factor (see operator eccentricityeccentricityEccentricityEccentricityEccentricityeccentricity)

'outer_radius':

Radius of smallest surrounding circle (see smallest_circlesmallest_circleSmallestCircleSmallestCircleSmallestCirclesmallest_circle)

'inner_radius':

Radius of largest inner circle (see inner_circleinner_circleInnerCircleInnerCircleInnerCircleinner_circle)

'inner_width':

Width of the largest axis-parallel rectangle that fits into the region (see inner_rectangle1inner_rectangle1InnerRectangle1InnerRectangle1InnerRectangle1inner_rectangle1)

'inner_height':

Height of the largest axis-parallel rectangle that fits into the region (see inner_rectangle1inner_rectangle1InnerRectangle1InnerRectangle1InnerRectangle1inner_rectangle1)

'dist_mean':

Mean distance from the region border to the center (see operator roundnessroundnessRoundnessRoundnessRoundnessroundness)

'dist_deviation:'

Deviation of the distance from the region border to the center (see operator roundnessroundnessRoundnessRoundnessRoundnessroundness)

'roundness':

Roundness (see operator roundnessroundnessRoundnessRoundnessRoundnessroundness)

'num_sides':

Number of polygon sides (see operator roundnessroundnessRoundnessRoundnessRoundnessroundness)

'connect_num':

Number of connection components (see operator connect_and_holesconnect_and_holesConnectAndHolesConnectAndHolesConnectAndHolesconnect_and_holes)

'holes_num':

Number of holes (see operator connect_and_holesconnect_and_holesConnectAndHolesConnectAndHolesConnectAndHolesconnect_and_holes)

'area_holes':

Area of the holes of the object (see operator area_holesarea_holesAreaHolesAreaHolesAreaHolesarea_holes)

'max_diameter':

Maximum diameter of the region (see operator diameter_regiondiameter_regionDiameterRegionDiameterRegionDiameterRegiondiameter_region)

'orientation':

Orientation of the region (see operator orientation_regionorientation_regionOrientationRegionOrientationRegionOrientationRegionorientation_region)

'euler_number':

Euler number (see operator euler_numbereuler_numberEulerNumberEulerNumberEulerNumbereuler_number)

'rect2_phi':

Orientation of the smallest surrounding rectangle (see operator smallest_rectangle2smallest_rectangle2SmallestRectangle2SmallestRectangle2SmallestRectangle2smallest_rectangle2)

'rect2_len1':

Half the length of the smallest surrounding rectangle (see operator smallest_rectangle2smallest_rectangle2SmallestRectangle2SmallestRectangle2SmallestRectangle2smallest_rectangle2)

'rect2_len2':

Half the width of the smallest surrounding rectangle (see operator smallest_rectangle2smallest_rectangle2SmallestRectangle2SmallestRectangle2SmallestRectangle2smallest_rectangle2)

'moments_m11':

Geometric moments of the region (see operator moments_region_2ndmoments_region_2ndMomentsRegion2ndMomentsRegion2ndMomentsRegion2ndmoments_region_2nd)

'moments_m20':

Geometric moments of the region (see operator moments_region_2ndmoments_region_2ndMomentsRegion2ndMomentsRegion2ndMomentsRegion2ndmoments_region_2nd)

'moments_m02':

Geometric moments of the region (see operator moments_region_2ndmoments_region_2ndMomentsRegion2ndMomentsRegion2ndMomentsRegion2ndmoments_region_2nd)

'moments_ia':

Geometric moments of the region (see operator moments_region_2ndmoments_region_2ndMomentsRegion2ndMomentsRegion2ndMomentsRegion2ndmoments_region_2nd)

'moments_ib':

Geometric moments of the region (see operator moments_region_2ndmoments_region_2ndMomentsRegion2ndMomentsRegion2ndMomentsRegion2ndmoments_region_2nd)

'moments_m11_invar':

Geometric moments of the region (see operator moments_region_2nd_invarmoments_region_2nd_invarMomentsRegion2ndInvarMomentsRegion2ndInvarMomentsRegion2ndInvarmoments_region_2nd_invar)

'moments_m20_invar':

Geometric moments of the region (see operator moments_region_2nd_invarmoments_region_2nd_invarMomentsRegion2ndInvarMomentsRegion2ndInvarMomentsRegion2ndInvarmoments_region_2nd_invar)

'moments_m02_invar':

Geometric moments of the region (see operator moments_region_2nd_invarmoments_region_2nd_invarMomentsRegion2ndInvarMomentsRegion2ndInvarMomentsRegion2ndInvarmoments_region_2nd_invar)

'moments_phi1':

Geometric moments of the region (see operator moments_region_2nd_rel_invarmoments_region_2nd_rel_invarMomentsRegion2ndRelInvarMomentsRegion2ndRelInvarMomentsRegion2ndRelInvarmoments_region_2nd_rel_invar)

'moments_phi2':

Geometric moments of the region (see operator moments_region_2nd_rel_invarmoments_region_2nd_rel_invarMomentsRegion2ndRelInvarMomentsRegion2ndRelInvarMomentsRegion2ndRelInvarmoments_region_2nd_rel_invar)

'moments_m21':

Geometric moments of the region (see operator moments_region_3rdmoments_region_3rdMomentsRegion3rdMomentsRegion3rdMomentsRegion3rdmoments_region_3rd)

'moments_m12':

Geometric moments of the region (see operator moments_region_3rdmoments_region_3rdMomentsRegion3rdMomentsRegion3rdMomentsRegion3rdmoments_region_3rd)

'moments_m03':

Geometric moments of the region (see operator moments_region_3rdmoments_region_3rdMomentsRegion3rdMomentsRegion3rdMomentsRegion3rdmoments_region_3rd)

'moments_m30':

Geometric moments of the region (see operator moments_region_3rdmoments_region_3rdMomentsRegion3rdMomentsRegion3rdMomentsRegion3rdmoments_region_3rd)

'moments_m21_invar':

Geometric moments of the region (see operator moments_region_3rd_invarmoments_region_3rd_invarMomentsRegion3rdInvarMomentsRegion3rdInvarMomentsRegion3rdInvarmoments_region_3rd_invar)

'moments_m12_invar':

Geometric moments of the region (see operator moments_region_3rd_invarmoments_region_3rd_invarMomentsRegion3rdInvarMomentsRegion3rdInvarMomentsRegion3rdInvarmoments_region_3rd_invar)

'moments_m03_invar':

Geometric moments of the region (see operator moments_region_3rd_invarmoments_region_3rd_invarMomentsRegion3rdInvarMomentsRegion3rdInvarMomentsRegion3rdInvarmoments_region_3rd_invar)

'moments_m30_invar':

Geometric moments of the region (see operator moments_region_3rd_invarmoments_region_3rd_invarMomentsRegion3rdInvarMomentsRegion3rdInvarMomentsRegion3rdInvarmoments_region_3rd_invar)

'moments_i1':

Geometric moments of the region (see operator moments_region_centralmoments_region_centralMomentsRegionCentralMomentsRegionCentralMomentsRegionCentralmoments_region_central)

'moments_i2':

Geometric moments of the region (see operator moments_region_centralmoments_region_centralMomentsRegionCentralMomentsRegionCentralMomentsRegionCentralmoments_region_central)

'moments_i3':

Geometric moments of the region (see operator moments_region_centralmoments_region_centralMomentsRegionCentralMomentsRegionCentralMomentsRegionCentralmoments_region_central)

'moments_i4':

Geometric moments of the region (see operator moments_region_centralmoments_region_centralMomentsRegionCentralMomentsRegionCentralMomentsRegionCentralmoments_region_central)

'moments_psi1':

Geometric moments of the region (see operator moments_region_central_invarmoments_region_central_invarMomentsRegionCentralInvarMomentsRegionCentralInvarMomentsRegionCentralInvarmoments_region_central_invar)

'moments_psi2':

Geometric moments of the region (see operator moments_region_central_invarmoments_region_central_invarMomentsRegionCentralInvarMomentsRegionCentralInvarMomentsRegionCentralInvarmoments_region_central_invar)

'moments_psi3':

Geometric moments of the region (see operator moments_region_central_invarmoments_region_central_invarMomentsRegionCentralInvarMomentsRegionCentralInvarMomentsRegionCentralInvarmoments_region_central_invar)

'moments_psi4':

Geometric moments of the region (see operator moments_region_central_invarmoments_region_central_invarMomentsRegionCentralInvarMomentsRegionCentralInvarMomentsRegionCentralInvarmoments_region_central_invar)

Several features are processed in the sequence in which they are entered.

Execution Information

• Multithreading type: reentrant (runs in parallel with non-exclusive operators).
• Multithreading scope: global (may be called from any thread).
• Automatically parallelized on tuple level.

Parameters

Example (HDevelop)

read_image(Image,'monkey')
threshold(Image,S1,160,255)
connection(S1,S2)
region_features(S2,['area','anisometry'],Value)

Result

The operator region_featuresregion_featuresRegionFeaturesRegionFeaturesRegionFeaturesregion_features returns the value TRUE if the input is not empty. If necessary an exception is raised.

Possible Predecessors

thresholdthresholdThresholdThresholdThresholdthreshold, regiongrowingregiongrowingRegiongrowingRegiongrowingRegiongrowingregiongrowing, connectionconnectionConnectionConnectionConnectionconnection, runlength_featuresrunlength_featuresRunlengthFeaturesRunlengthFeaturesRunlengthFeaturesrunlength_features

Possible Successors

select_shapeselect_shapeSelectShapeSelectShapeSelectShapeselect_shape, select_grayselect_graySelectGraySelectGraySelectGrayselect_gray, shape_transshape_transShapeTransShapeTransShapeTransshape_trans, reduce_domainreduce_domainReduceDomainReduceDomainReduceDomainreduce_domain, count_objcount_objCountObjCountObjCountObjcount_obj

See also

area_centerarea_centerAreaCenterAreaCenterAreaCenterarea_center, circularitycircularityCircularityCircularityCircularitycircularity, compactnesscompactnessCompactnessCompactnessCompactnesscompactness, contlengthcontlengthContlengthContlengthContlengthcontlength, convexityconvexityConvexityConvexityConvexityconvexity, rectangularityrectangularityRectangularityRectangularityRectangularityrectangularity, elliptic_axiselliptic_axisEllipticAxisEllipticAxisEllipticAxiselliptic_axis, eccentricityeccentricityEccentricityEccentricityEccentricityeccentricity, inner_circleinner_circleInnerCircleInnerCircleInnerCircleinner_circle, smallest_circlesmallest_circleSmallestCircleSmallestCircleSmallestCirclesmallest_circle, smallest_rectangle1smallest_rectangle1SmallestRectangle1SmallestRectangle1SmallestRectangle1smallest_rectangle1, smallest_rectangle2smallest_rectangle2SmallestRectangle2SmallestRectangle2SmallestRectangle2smallest_rectangle2, inner_rectangle1inner_rectangle1InnerRectangle1InnerRectangle1InnerRectangle1inner_rectangle1, roundnessroundnessRoundnessRoundnessRoundnessroundness, connect_and_holesconnect_and_holesConnectAndHolesConnectAndHolesConnectAndHolesconnect_and_holes, area_holesarea_holesAreaHolesAreaHolesAreaHolesarea_holes, diameter_regiondiameter_regionDiameterRegionDiameterRegionDiameterRegiondiameter_region, orientation_regionorientation_regionOrientationRegionOrientationRegionOrientationRegionorientation_region, moments_region_2ndmoments_region_2ndMomentsRegion2ndMomentsRegion2ndMomentsRegion2ndmoments_region_2nd, moments_region_2nd_invarmoments_region_2nd_invarMomentsRegion2ndInvarMomentsRegion2ndInvarMomentsRegion2ndInvarmoments_region_2nd_invar, moments_region_2nd_rel_invarmoments_region_2nd_rel_invarMomentsRegion2ndRelInvarMomentsRegion2ndRelInvarMomentsRegion2ndRelInvarmoments_region_2nd_rel_invar, moments_region_3rdmoments_region_3rdMomentsRegion3rdMomentsRegion3rdMomentsRegion3rdmoments_region_3rd, moments_region_3rd_invarmoments_region_3rd_invarMomentsRegion3rdInvarMomentsRegion3rdInvarMomentsRegion3rdInvarmoments_region_3rd_invar, moments_region_centralmoments_region_centralMomentsRegionCentralMomentsRegionCentralMomentsRegionCentralmoments_region_central, moments_region_central_invarmoments_region_central_invarMomentsRegionCentralInvarMomentsRegionCentralInvarMomentsRegionCentralInvarmoments_region_central_invar, select_objselect_objSelectObjSelectObjSelectObjselect_obj, select_shapeselect_shapeSelectShapeSelectShapeSelectShapeselect_shape

Module

Foundation