boofcv.alg.segmentation.ms

Class SegmentMeanShiftSearchGray<T extends boofcv.struct.image.ImageSingleBand>

java.lang.Object

boofcv.alg.segmentation.ms.SegmentMeanShiftSearch<T>

boofcv.alg.segmentation.ms.SegmentMeanShiftSearchGray<T>

public class SegmentMeanShiftSearchGray<T extends boofcv.struct.image.ImageSingleBand>
extends SegmentMeanShiftSearch<T>

Implementation of SegmentMeanShiftSearch for gray-scale images

Field Summary

Fields

Modifier and Type	Field and Description
protected org.ddogleg.struct.FastQueue<georegression.struct.point.Point2D_F32>	history
protected boofcv.alg.interpolate.InterpolatePixelS<T>	interpolate
protected float	meanGray

Fields inherited from class boofcv.alg.segmentation.ms.SegmentMeanShiftSearch

convergenceTol, image, maxColorDistanceSq, maxIterations, modeColor, modeLocation, modeMemberCount, modeX, modeY, pixelToMode, quickMode, radiusX, radiusY, spacialTable, weightTable, widthX, widthY

Constructor Summary

Constructors

Constructor and Description
SegmentMeanShiftSearchGray(int maxIterations, float convergenceTol, boofcv.alg.interpolate.InterpolatePixelS<T> interpolate, int radiusX, int radiusY, float maxColorDistance, boolean fast)

Method Summary

Methods

Modifier and Type	Method and Description
protected void	findPeak(float cx, float cy, float gray) Uses mean-shift to find the peak.
boofcv.struct.image.ImageType<T>	getImageType()
void	process(T image) Performs mean-shift clustering on the input image

Methods inherited from class boofcv.alg.segmentation.ms.SegmentMeanShiftSearch

distanceSq, getModeColor, getModeLocation, getPixelToRegion, getRegionMemberCount, weight

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Detail

interpolate

protected boofcv.alg.interpolate.InterpolatePixelS<T extends boofcv.struct.image.ImageSingleBand> interpolate

meanGray

protected float meanGray

history

protected org.ddogleg.struct.FastQueue<georegression.struct.point.Point2D_F32> history

Constructor Detail

SegmentMeanShiftSearchGray

public SegmentMeanShiftSearchGray(int maxIterations,
                          float convergenceTol,
                          boofcv.alg.interpolate.InterpolatePixelS<T> interpolate,
                          int radiusX,
                          int radiusY,
                          float maxColorDistance,
                          boolean fast)

Method Detail

process

public void process(T image)

Performs mean-shift clustering on the input image

Specified by:

process in class SegmentMeanShiftSearch<T extends boofcv.struct.image.ImageSingleBand>

Parameters:

image - Input image

getImageType

public boofcv.struct.image.ImageType<T> getImageType()

Specified by:

getImageType in class SegmentMeanShiftSearch<T extends boofcv.struct.image.ImageSingleBand>

findPeak

protected void findPeak(float cx,
            float cy,
            float gray)

Uses mean-shift to find the peak. Returns the peak as an index in the image data array.

Parameters:

gray - The color value which mean-shift is trying to find a region which minimises it