FitCircleToRidges_Direct


Performs a series of 1D ridge detections and finds a circle that best matches the detected points.

Applications:Precise detection of a thin circular line, whose rough location is known beforehand.

Syntax

C++
C#
Python
 
def FitCircleToRidges_Direct(
	inImage: Image,
	inFittingField: CircleFittingField,
	/,
	*,
	inFittingFieldAlignment: CoordinateSystem2D | None = None,
	inScanCount: int = 10,
	inScanWidth: int = 5,
	inSamplingParams: SamplingParams = SamplingParams(InterpolationMethod.Bilinear, 1.0, None),
	inRidgeScanParams: RidgeScanParams = RidgeScanParams(ProfileInterpolationMethod.Quadratic4, 1.0, 5, 2, RidgeOperator.Minimum, 5.0, Polarity.Dark),
	inRidgeSelection: Selection = Selection.Best,
	inLocalBlindness: LocalBlindness | None = None,
	inMaxIncompleteness: float = 0.1,
	inFittingMethod: CircleFittingMethod = CircleFittingMethod.AlgebraicTaubin,
	inOutlierSuppression: MEstimator | None = None,
	outAlignedFittingField: CircleFittingField | None = None
)
-> (
	outCircle: Circle2D | None,
	outRidges: list[Ridge1D | None],
	outDeviationProfile: Profile | None,
	outInliers: list[Point2D],
	outBrightnessProfiles: list[Profile],
	outResponseProfiles: list[Profile],
	diagScanSegments: list[Segment2D],
	diagSamplingAreas: list[Rectangle2D]
)

Parameters

Name Type Range Default Description
Input value inImage Image Image to fit the circle to
Input value inFittingField CircleFittingField Circle fitting field
Input value inFittingFieldAlignment CoordinateSystem2D | None None Adjusts the fitting field to the position of the inspected object
Input value inScanCount int 3 - 10 The number of points that will be searched to estimate the position of the circle
Input value inScanWidth int 1 - 5 The width of each scan field (in pixels)
Input value inSamplingParams SamplingParams SamplingParams(InterpolationMethod.Bilinear, 1.0, None) Parameters controlling the sampling process
Input value inRidgeScanParams RidgeScanParams RidgeScanParams(ProfileInterpolationMethod.Quadratic4, 1.0, 5, 2, RidgeOperator.Minimum, 5.0, Polarity.Dark) Parameters controlling the ridge extraction process
Input value inRidgeSelection Selection Selection.Best Selection mode of ridges
Input value inLocalBlindness LocalBlindness | None None Defines conditions in which weaker ridges can be detected in the vicinity of stronger ridges
Input value inMaxIncompleteness float 0.0 - 0.999 0.1 Maximal fraction of ridge points not found
Input value inFittingMethod CircleFittingMethod CircleFittingMethod.AlgebraicTaubin Method used to fit a circle
Input value inOutlierSuppression MEstimator | None None Selects a method for ignoring incorrectly detected points
Output value outCircle Circle2D | None Fitted circle or nothing if the fitting fails
Output value outRidges list[Ridge1D | None] Found ridges
Output value outDeviationProfile Profile | None Profile of distances between the actual circle points and the corresponding reference circle points
Output value outAlignedFittingField CircleFittingField | None None Fitting field used; in the image coordinate system
Output value outInliers list[Point2D] Points matching the fitting Circle
Output value outBrightnessProfiles list[Profile] Extracted image profiles
Output value outResponseProfiles list[Profile] Profiles of the ridge operator response
Diagnostic input diagScanSegments list[Segment2D] Segments along which the scans were run
Diagnostic input diagSamplingAreas list[Rectangle2D] Areas from which the input image is sampled

Hardware Acceleration

This operation supports automatic parallelization for multicore and multiprocessor systems.