fuzzy_measure_pairsT_fuzzy_measure_pairsFuzzyMeasurePairsFuzzyMeasurePairsfuzzy_measure_pairs (Operator)
fuzzy_measure_pairsT_fuzzy_measure_pairsFuzzyMeasurePairsFuzzyMeasurePairsfuzzy_measure_pairs — Extract straight edge pairs perpendicular to a rectangle or an annular arc.
Signature
fuzzy_measure_pairs(Image : : MeasureHandle, Sigma, AmpThresh, FuzzyThresh, Transition : RowEdgeFirst, ColumnEdgeFirst, AmplitudeFirst, RowEdgeSecond, ColumnEdgeSecond, AmplitudeSecond, RowEdgeCenter, ColumnEdgeCenter, FuzzyScore, IntraDistance, InterDistance)
Herror T_fuzzy_measure_pairs(const Hobject Image, const Htuple MeasureHandle, const Htuple Sigma, const Htuple AmpThresh, const Htuple FuzzyThresh, const Htuple Transition, Htuple* RowEdgeFirst, Htuple* ColumnEdgeFirst, Htuple* AmplitudeFirst, Htuple* RowEdgeSecond, Htuple* ColumnEdgeSecond, Htuple* AmplitudeSecond, Htuple* RowEdgeCenter, Htuple* ColumnEdgeCenter, Htuple* FuzzyScore, Htuple* IntraDistance, Htuple* InterDistance)
void FuzzyMeasurePairs(const HObject& Image, const HTuple& MeasureHandle, const HTuple& Sigma, const HTuple& AmpThresh, const HTuple& FuzzyThresh, const HTuple& Transition, HTuple* RowEdgeFirst, HTuple* ColumnEdgeFirst, HTuple* AmplitudeFirst, HTuple* RowEdgeSecond, HTuple* ColumnEdgeSecond, HTuple* AmplitudeSecond, HTuple* RowEdgeCenter, HTuple* ColumnEdgeCenter, HTuple* FuzzyScore, HTuple* IntraDistance, HTuple* InterDistance)
void HMeasure::FuzzyMeasurePairs(const HImage& Image, double Sigma, double AmpThresh, double FuzzyThresh, const HString& Transition, HTuple* RowEdgeFirst, HTuple* ColumnEdgeFirst, HTuple* AmplitudeFirst, HTuple* RowEdgeSecond, HTuple* ColumnEdgeSecond, HTuple* AmplitudeSecond, HTuple* RowEdgeCenter, HTuple* ColumnEdgeCenter, HTuple* FuzzyScore, HTuple* IntraDistance, HTuple* InterDistance) const
void HMeasure::FuzzyMeasurePairs(const HImage& Image, double Sigma, double AmpThresh, double FuzzyThresh, const char* Transition, HTuple* RowEdgeFirst, HTuple* ColumnEdgeFirst, HTuple* AmplitudeFirst, HTuple* RowEdgeSecond, HTuple* ColumnEdgeSecond, HTuple* AmplitudeSecond, HTuple* RowEdgeCenter, HTuple* ColumnEdgeCenter, HTuple* FuzzyScore, HTuple* IntraDistance, HTuple* InterDistance) const
void HMeasure::FuzzyMeasurePairs(const HImage& Image, double Sigma, double AmpThresh, double FuzzyThresh, const wchar_t* Transition, HTuple* RowEdgeFirst, HTuple* ColumnEdgeFirst, HTuple* AmplitudeFirst, HTuple* RowEdgeSecond, HTuple* ColumnEdgeSecond, HTuple* AmplitudeSecond, HTuple* RowEdgeCenter, HTuple* ColumnEdgeCenter, HTuple* FuzzyScore, HTuple* IntraDistance, HTuple* InterDistance) const
(
Windows only)
void HImage::FuzzyMeasurePairs(const HMeasure& MeasureHandle, double Sigma, double AmpThresh, double FuzzyThresh, const HString& Transition, HTuple* RowEdgeFirst, HTuple* ColumnEdgeFirst, HTuple* AmplitudeFirst, HTuple* RowEdgeSecond, HTuple* ColumnEdgeSecond, HTuple* AmplitudeSecond, HTuple* RowEdgeCenter, HTuple* ColumnEdgeCenter, HTuple* FuzzyScore, HTuple* IntraDistance, HTuple* InterDistance) const
void HImage::FuzzyMeasurePairs(const HMeasure& MeasureHandle, double Sigma, double AmpThresh, double FuzzyThresh, const char* Transition, HTuple* RowEdgeFirst, HTuple* ColumnEdgeFirst, HTuple* AmplitudeFirst, HTuple* RowEdgeSecond, HTuple* ColumnEdgeSecond, HTuple* AmplitudeSecond, HTuple* RowEdgeCenter, HTuple* ColumnEdgeCenter, HTuple* FuzzyScore, HTuple* IntraDistance, HTuple* InterDistance) const
void HImage::FuzzyMeasurePairs(const HMeasure& MeasureHandle, double Sigma, double AmpThresh, double FuzzyThresh, const wchar_t* Transition, HTuple* RowEdgeFirst, HTuple* ColumnEdgeFirst, HTuple* AmplitudeFirst, HTuple* RowEdgeSecond, HTuple* ColumnEdgeSecond, HTuple* AmplitudeSecond, HTuple* RowEdgeCenter, HTuple* ColumnEdgeCenter, HTuple* FuzzyScore, HTuple* IntraDistance, HTuple* InterDistance) const
(
Windows only)
static void HOperatorSet.FuzzyMeasurePairs(HObject image, HTuple measureHandle, HTuple sigma, HTuple ampThresh, HTuple fuzzyThresh, HTuple transition, out HTuple rowEdgeFirst, out HTuple columnEdgeFirst, out HTuple amplitudeFirst, out HTuple rowEdgeSecond, out HTuple columnEdgeSecond, out HTuple amplitudeSecond, out HTuple rowEdgeCenter, out HTuple columnEdgeCenter, out HTuple fuzzyScore, out HTuple intraDistance, out HTuple interDistance)
void HMeasure.FuzzyMeasurePairs(HImage image, double sigma, double ampThresh, double fuzzyThresh, string transition, out HTuple rowEdgeFirst, out HTuple columnEdgeFirst, out HTuple amplitudeFirst, out HTuple rowEdgeSecond, out HTuple columnEdgeSecond, out HTuple amplitudeSecond, out HTuple rowEdgeCenter, out HTuple columnEdgeCenter, out HTuple fuzzyScore, out HTuple intraDistance, out HTuple interDistance)
void HImage.FuzzyMeasurePairs(HMeasure measureHandle, double sigma, double ampThresh, double fuzzyThresh, string transition, out HTuple rowEdgeFirst, out HTuple columnEdgeFirst, out HTuple amplitudeFirst, out HTuple rowEdgeSecond, out HTuple columnEdgeSecond, out HTuple amplitudeSecond, out HTuple rowEdgeCenter, out HTuple columnEdgeCenter, out HTuple fuzzyScore, out HTuple intraDistance, out HTuple interDistance)
def fuzzy_measure_pairs(image: HObject, measure_handle: HHandle, sigma: float, amp_thresh: float, fuzzy_thresh: float, transition: str) -> Tuple[Sequence[float], Sequence[float], Sequence[float], Sequence[float], Sequence[float], Sequence[float], Sequence[float], Sequence[float], Sequence[float], Sequence[float], Sequence[float]]
Description
fuzzy_measure_pairsfuzzy_measure_pairsFuzzyMeasurePairsFuzzyMeasurePairsfuzzy_measure_pairs serves to extract straight edge
pairs which lie perpendicular to the major axis of a
rectangle or an annular arc. In addition to measure_pairsmeasure_pairsMeasurePairsMeasurePairsmeasure_pairs it uses
fuzzy functions to evaluate and select the edge pairs.
For an explanation of the concept of 1D measuring see the introduction of
chapter 1D Measuring.
The extraction algorithm of fuzzy_measure_pairsfuzzy_measure_pairsFuzzyMeasurePairsFuzzyMeasurePairsfuzzy_measure_pairs
is identical to fuzzy_measure_posfuzzy_measure_posFuzzyMeasurePosFuzzyMeasurePosfuzzy_measure_pos. In
addition, neighboring edges are grouped to pairs. To extract pairs that
intersect or include each other, use fuzzy_measure_pairingfuzzy_measure_pairingFuzzyMeasurePairingFuzzyMeasurePairingfuzzy_measure_pairing.
If TransitionTransitionTransitiontransitiontransition =
'positive'"positive""positive""positive""positive", the edge points with a dark-to-light transition in the
direction of the major axis of the rectangle or annular arc are returned in
RowEdgeFirstRowEdgeFirstRowEdgeFirstrowEdgeFirstrow_edge_first and ColumnEdgeFirstColumnEdgeFirstColumnEdgeFirstcolumnEdgeFirstcolumn_edge_first. In this case, the
corresponding edges with a light-to-dark transition are returned in
RowEdgeSecondRowEdgeSecondRowEdgeSecondrowEdgeSecondrow_edge_second and ColumnEdgeSecondColumnEdgeSecondColumnEdgeSecondcolumnEdgeSecondcolumn_edge_second. If TransitionTransitionTransitiontransitiontransition
= 'negative'"negative""negative""negative""negative", the behavior is exactly opposite. If
TransitionTransitionTransitiontransitiontransition = 'all'"all""all""all""all", the first detected edge defines the
transition for RowEdgeFirstRowEdgeFirstRowEdgeFirstrowEdgeFirstrow_edge_first and ColumnEdgeFirstColumnEdgeFirstColumnEdgeFirstcolumnEdgeFirstcolumn_edge_first. I.e.,
dependent on the positioning of the measure object, edge pairs with a
light-dark-light transition or edge pairs with a dark-light-dark transition
are returned. This is suited, e.g., to measure objects with different
brightness relative to the background.
Having extracted subpixel edge locations, the edges are paired. The
pairing algorithm groups the edges such that
interleavings and inclusions of pairs are prohibited. The features
of an edge pair
are evaluated by a fuzzy function, which can be set by
set_fuzzy_measureset_fuzzy_measureSetFuzzyMeasureSetFuzzyMeasureset_fuzzy_measure or set_fuzzy_measure_norm_pairset_fuzzy_measure_norm_pairSetFuzzyMeasureNormPairSetFuzzyMeasureNormPairset_fuzzy_measure_norm_pair.
Which edge pairs are selected can be
determined with the parameter FuzzyThreshFuzzyThreshFuzzyThreshfuzzyThreshfuzzy_thresh, which constitutes a
threshold on the weight over all fuzzy sets, i.e., the geometric
mean of the weights of the defined fuzzy functions.
The selected edges are returned as single points, which lie on the
major axis of the rectangle or annular arc. The corresponding edge
amplitudes are
returned in AmplitudeFirstAmplitudeFirstAmplitudeFirstamplitudeFirstamplitude_first and AmplitudeSecondAmplitudeSecondAmplitudeSecondamplitudeSecondamplitude_second, the
fuzzy scores in FuzzyScoreFuzzyScoreFuzzyScorefuzzyScorefuzzy_score.
In addition, the distance between each edge pair is returned in
IntraDistanceIntraDistanceIntraDistanceintraDistanceintra_distance and the distance between consecutive edge
pairs is returned in InterDistanceInterDistanceInterDistanceinterDistanceinter_distance. Here, IntraDistance[i]
corresponds to the distance between EdgeFirst[i] and EdgeSecond[i],
while InterDistance[i] corresponds to the distance between
EdgeSecond[i] and EdgeFirst[i+1], i.e., the tuple
InterDistanceInterDistanceInterDistanceinterDistanceinter_distance contains one element less than the tuples of
the edge pairs.
Attention
fuzzy_measure_pairsfuzzy_measure_pairsFuzzyMeasurePairsFuzzyMeasurePairsfuzzy_measure_pairs only returns meaningful results if the
assumptions that the edges are straight and perpendicular to the
major axis of the rectangle or annular arc are fulfilled. Thus, it
should not be used to extract edges from curved objects, for
example. Furthermore, the user should ensure that the rectangle or
a annular arc is as close to perpendicular as possible to the edges
in the image. Additionally, SigmaSigmaSigmasigmasigma must not become larger
than approx. 0.5 * Length1 (for Length1 see
gen_measure_rectangle2gen_measure_rectangle2GenMeasureRectangle2GenMeasureRectangle2gen_measure_rectangle2).
It should be kept in mind that fuzzy_measure_pairsfuzzy_measure_pairsFuzzyMeasurePairsFuzzyMeasurePairsfuzzy_measure_pairs ignores
the domain of ImageImageImageimageimage for efficiency reasons. If certain
regions in the image should be excluded from the measurement a new
measure object with appropriately modified parameters should be
generated.
Execution Information
- Multithreading type: reentrant (runs in parallel with non-exclusive operators).
- Multithreading scope: global (may be called from any thread).
- Processed without parallelization.
Parameters
ImageImageImageimageimage (input_object) singlechannelimage → objectHImageHObjectHObjectHobject (byte / uint2 / real)
Input image.
MeasureHandleMeasureHandleMeasureHandlemeasureHandlemeasure_handle (input_control) measure → HMeasure, HTupleHHandleHTupleHtuple (handle) (IntPtr) (HHandle) (handle)
Measure object handle.
SigmaSigmaSigmasigmasigma (input_control) number → HTuplefloatHTupleHtuple (real) (double) (double) (double)
Sigma of Gaussian smoothing.
Default:
1.0
Suggested values:
0.4, 0.6, 0.8, 1.0, 1.5, 2.0, 3.0, 4.0, 5.0, 7.0, 10.0
Value range:
0.4
≤
Sigma
Sigma
Sigma
sigma
sigma
≤
100 (lin)
Minimum increment:
0.01
Recommended increment:
0.1
AmpThreshAmpThreshAmpThreshampThreshamp_thresh (input_control) number → HTuplefloatHTupleHtuple (real) (double) (double) (double)
Minimum edge amplitude.
Default:
30.0
Suggested values:
5.0, 10.0, 20.0, 30.0, 40.0, 50.0, 60.0, 70.0, 90.0, 110.0
Value range:
1
≤
AmpThresh
AmpThresh
AmpThresh
ampThresh
amp_thresh
≤
255 (lin)
Minimum increment:
0.5
Recommended increment:
2
FuzzyThreshFuzzyThreshFuzzyThreshfuzzyThreshfuzzy_thresh (input_control) number → HTuplefloatHTupleHtuple (real) (double) (double) (double)
Minimum fuzzy value.
Default:
0.5
Suggested values:
0.1, 0.3, 0.5, 0.7, 0.9
Value range:
0.0
≤
FuzzyThresh
FuzzyThresh
FuzzyThresh
fuzzyThresh
fuzzy_thresh
≤
1.0 (lin)
Recommended increment:
0.1
TransitionTransitionTransitiontransitiontransition (input_control) string → HTuplestrHTupleHtuple (string) (string) (HString) (char*)
Select the first gray value transition of the edge pairs.
Default:
'all'
"all"
"all"
"all"
"all"
List of values:
'all'"all""all""all""all", 'negative'"negative""negative""negative""negative", 'positive'"positive""positive""positive""positive"
RowEdgeFirstRowEdgeFirstRowEdgeFirstrowEdgeFirstrow_edge_first (output_control) point.y-array → HTupleSequence[float]HTupleHtuple (real) (double) (double) (double)
Row coordinate of the first edge point.
ColumnEdgeFirstColumnEdgeFirstColumnEdgeFirstcolumnEdgeFirstcolumn_edge_first (output_control) point.x-array → HTupleSequence[float]HTupleHtuple (real) (double) (double) (double)
Column coordinate of the first edge point.
AmplitudeFirstAmplitudeFirstAmplitudeFirstamplitudeFirstamplitude_first (output_control) real-array → HTupleSequence[float]HTupleHtuple (real) (double) (double) (double)
Edge amplitude of the first edge (with sign).
RowEdgeSecondRowEdgeSecondRowEdgeSecondrowEdgeSecondrow_edge_second (output_control) point.y-array → HTupleSequence[float]HTupleHtuple (real) (double) (double) (double)
Row coordinate of the second edge point.
ColumnEdgeSecondColumnEdgeSecondColumnEdgeSecondcolumnEdgeSecondcolumn_edge_second (output_control) point.x-array → HTupleSequence[float]HTupleHtuple (real) (double) (double) (double)
Column coordinate of the second edge point.
AmplitudeSecondAmplitudeSecondAmplitudeSecondamplitudeSecondamplitude_second (output_control) real-array → HTupleSequence[float]HTupleHtuple (real) (double) (double) (double)
Edge amplitude of the second edge (with sign).
RowEdgeCenterRowEdgeCenterRowEdgeCenterrowEdgeCenterrow_edge_center (output_control) point.y-array → HTupleSequence[float]HTupleHtuple (real) (double) (double) (double)
Row coordinate of the center of the edge pair.
ColumnEdgeCenterColumnEdgeCenterColumnEdgeCentercolumnEdgeCentercolumn_edge_center (output_control) point.x-array → HTupleSequence[float]HTupleHtuple (real) (double) (double) (double)
Column coordinate of the center of the edge pair.
FuzzyScoreFuzzyScoreFuzzyScorefuzzyScorefuzzy_score (output_control) real-array → HTupleSequence[float]HTupleHtuple (real) (double) (double) (double)
Fuzzy evaluation of the edge pair.
IntraDistanceIntraDistanceIntraDistanceintraDistanceintra_distance (output_control) real-array → HTupleSequence[float]HTupleHtuple (real) (double) (double) (double)
Distance between edges of an edge pair.
InterDistanceInterDistanceInterDistanceinterDistanceinter_distance (output_control) real-array → HTupleSequence[float]HTupleHtuple (real) (double) (double) (double)
Distance between consecutive edge pairs.
Result
If the parameter values are correct the operator
fuzzy_measure_pairsfuzzy_measure_pairsFuzzyMeasurePairsFuzzyMeasurePairsfuzzy_measure_pairs returns the value 2 (
H_MSG_TRUE)
. Otherwise an
exception is raised.
Possible Predecessors
gen_measure_rectangle2gen_measure_rectangle2GenMeasureRectangle2GenMeasureRectangle2gen_measure_rectangle2,
gen_measure_arcgen_measure_arcGenMeasureArcGenMeasureArcgen_measure_arc,
set_fuzzy_measureset_fuzzy_measureSetFuzzyMeasureSetFuzzyMeasureset_fuzzy_measure
Possible Successors
close_measureclose_measureCloseMeasureCloseMeasureclose_measure
Alternatives
edges_sub_pixedges_sub_pixEdgesSubPixEdgesSubPixedges_sub_pix,
fuzzy_measure_pairingfuzzy_measure_pairingFuzzyMeasurePairingFuzzyMeasurePairingfuzzy_measure_pairing,
measure_pairsmeasure_pairsMeasurePairsMeasurePairsmeasure_pairs
See also
fuzzy_measure_posfuzzy_measure_posFuzzyMeasurePosFuzzyMeasurePosfuzzy_measure_pos,
measure_posmeasure_posMeasurePosMeasurePosmeasure_pos
Module
1D Metrology