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BoofCV is an open source Java library for real-time computer vision and robotics applications.
/*
* Copyright (c) 2011-2018, Peter Abeles. All Rights Reserved.
*
* This file is part of BoofCV (http://boofcv.org).
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package boofcv.factory.shape;
import boofcv.abst.filter.binary.BinaryContourFinder;
import boofcv.abst.shapes.polyline.PointsToPolyline;
import boofcv.alg.shapes.ellipse.BinaryEllipseDetector;
import boofcv.alg.shapes.ellipse.BinaryEllipseDetectorPixel;
import boofcv.alg.shapes.ellipse.EdgeIntensityEllipse;
import boofcv.alg.shapes.ellipse.SnapToEllipseEdge;
import boofcv.alg.shapes.polygon.*;
import boofcv.factory.filter.binary.FactoryBinaryContourFinder;
import boofcv.struct.image.ImageGray;
import javax.annotation.Nonnull;
import javax.annotation.Nullable;
/**
* Factory for detecting higher level shapes
*
*
* @author Peter Abeles
*/
public class FactoryShapeDetector {
/**
* Creates an ellipse detector which will detect all ellipses in the image initially using a binary image and
* then refine the estimate using a subpixel algorithm in the gray scale image.
*
* @param config Configuration for ellipse detector. null == default
* @param imageType Input image type
* @return Detecto
*/
public static >
BinaryEllipseDetector ellipse(@Nullable ConfigEllipseDetector config , Class imageType )
{
if( config == null )
config = new ConfigEllipseDetector();
config.checkValidity();
BinaryEllipseDetectorPixel detector = new BinaryEllipseDetectorPixel(config.contourRule);
detector.setMaxDistanceFromEllipse(config.maxDistanceFromEllipse);
detector.setMaximumContour(config.maximumContour);
detector.setMinimumContour(config.minimumContour);
detector.setMinimumMinorAxis(config.minimumMinorAxis);
detector.setInternalContour(config.processInternal);
detector.setMaxMajorToMinorRatio(config.maxMajorToMinorRatio);
SnapToEllipseEdge refine = new SnapToEllipseEdge<>(config.numSampleContour, config.refineRadialSamples, imageType);
refine.setConvergenceTol(config.convergenceTol);
refine.setMaxIterations(config.maxIterations);
if( config.maxIterations <= 0 || config.numSampleContour <= 0 ) {
refine = null;
}
EdgeIntensityEllipse check = new EdgeIntensityEllipse<>(
config.checkRadialDistance,
config.numSampleContour,
config.minimumEdgeIntensity, imageType);
return new BinaryEllipseDetector<>(detector, refine, check, imageType);
}
/**
* Creates a polygon detector. The polygon is assumed to be a black shape with a much lighter background.
* The polygon can be found to sub-pixel accuracy, if configured to do so.
*
* @param config Configuration for polygon detector
* @param imageType Input image type
* @return Detector
*/
public static >
DetectPolygonBinaryGrayRefine polygon(@Nullable ConfigPolygonDetector config, Class imageType)
{
config.checkValidity();
RefinePolygonToContour refineContour = config.refineContour ? new RefinePolygonToContour() : null;
RefinePolygonToGray refineGray = config.refineGray != null ?
refinePolygon(config.refineGray,imageType) : null;
DetectPolygonFromContour detector = polygonContour(config.detector,imageType);
return new DetectPolygonBinaryGrayRefine<>(detector,refineContour,refineGray,
config.minimumRefineEdgeIntensity,
config.adjustForThresholdBias);
}
public static >
DetectPolygonFromContour polygonContour(@Nonnull ConfigPolygonFromContour config, Class imageType)
{
config.checkValidity();
PointsToPolyline contourToPolygon =
FactoryPointsToPolyline.create(config.contourToPoly);
BinaryContourFinder contour = FactoryBinaryContourFinder.linearExternal();
contour.setConnectRule(config.contourRule);
return new DetectPolygonFromContour<>(contourToPolygon,
config.minimumContour,
config.clockwise, config.canTouchBorder,
config.minimumEdgeIntensity, config.tangentEdgeIntensity,contour, imageType);
}
public static >
RefinePolygonToGray refinePolygon(@Nonnull ConfigRefinePolygonLineToImage config , Class imageType ) {
return new RefinePolygonToGrayLine<>(
config.cornerOffset, config.lineSamples,
config.sampleRadius, config.maxIterations,
config.convergeTolPixels, config.maxCornerChangePixel,
imageType);
}
}
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