Package boofcv.alg.segmentation.ms

Class SegmentMeanShiftSearchColor<T extends ImageMultiBand<T>>

java.lang.Object

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

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

All Implemented Interfaces:

Stoppable

public class SegmentMeanShiftSearchColor<T extends ImageMultiBand<T>>
extends SegmentMeanShiftSearch<T>

Implementation of SegmentMeanShiftSearch for color images

Nested Class Summary

Nested classes/interfaces inherited from interface org.ddogleg.struct.Stoppable

Stoppable.Stopped

Field Summary

Fields

Modifier and Type	Field	Description
protected DogArray<Point2D_F32>	history
protected InterpolatePixelMB<T>	interpolate
protected float[]	meanColor
protected float[]	pixelColor
protected float[]	sumColor

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

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

Constructor Summary

Constructors

Constructor	Description
SegmentMeanShiftSearchColor(int maxIterations, float convergenceTol, InterpolatePixelMB<T> interpolate, int radiusX, int radiusY, float maxColorDistance, boolean fast, ImageType<T> imageType)

Method Summary

Modifier and Type	Method	Description
protected void	findPeak(float cx, float cy, float[] meanColor)	Uses mean-shift to find the peak.
ImageType<T>	getImageType()
protected static void	meanColor(float[] sum, float[] mean, float total)
void	process(T image)	Performs mean-shift clustering on the input image
protected void	savePeakColor(float[] a)
protected static void	sumColor(float[] sum, float[] pixel, float weight)

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

distanceSq, getModeColor, getModeLocation, getPixelToRegion, getRegionMemberCount, isStopRequested, requestStop, weight

Methods inherited from class java.lang.Object

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

Field Details

interpolate

protected InterpolatePixelMB<T extends ImageMultiBand<T>> interpolate

pixelColor

protected float[] pixelColor

meanColor

protected float[] meanColor

sumColor

protected float[] sumColor

history

protected DogArray<Point2D_F32> history

Constructor Details

SegmentMeanShiftSearchColor

public SegmentMeanShiftSearchColor(int maxIterations,
 float convergenceTol,
 InterpolatePixelMB<T> interpolate,
 int radiusX,
 int radiusY,
 float maxColorDistance,
 boolean fast,
 ImageType<T> imageType)

Method Details

process

public void process(T image)

Performs mean-shift clustering on the input image

Specified by:

process in class SegmentMeanShiftSearch<T extends ImageMultiBand<T>>

Parameters:

image - Input image

getImageType

public ImageType<T> getImageType()

Specified by:

getImageType in class SegmentMeanShiftSearch<T extends ImageMultiBand<T>>

findPeak

protected void findPeak(float cx,
 float cy,
 float[] meanColor)

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

Parameters:

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

meanColor

protected static void meanColor(float[] sum,
 float[] mean,
 float total)

sumColor

protected static void sumColor(float[] sum,
 float[] pixel,
 float weight)

savePeakColor

protected void savePeakColor(float[] a)