Package gov.nih.mipav.model.algorithms

Class AlgorithmGraphBasedSegmentation

java.lang.Object

java.lang.Thread

gov.nih.mipav.model.algorithms.AlgorithmBase

gov.nih.mipav.model.algorithms.AlgorithmGraphBasedSegmentation

All Implemented Interfaces:

ActionListener, WindowListener, Runnable, EventListener

public class AlgorithmGraphBasedSegmentation
extends AlgorithmBase

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
(package private) class	AlgorithmGraphBasedSegmentation.edge
private class	AlgorithmGraphBasedSegmentation.edgeComparator
(package private) class	AlgorithmGraphBasedSegmentation.uni_elt
(package private) class	AlgorithmGraphBasedSegmentation.universe

Nested classes/interfaces inherited from class java.lang.Thread

Thread.Builder, Thread.State, Thread.UncaughtExceptionHandler

Field Summary

Fields

Modifier and Type	Field	Description
private float	k
private int	minSize
private float	sigma	The C++ source code for the port was downloaded from Pedro F.
(package private) ViewUserInterface	UI
private int	xDim

Fields inherited from class gov.nih.mipav.model.algorithms.AlgorithmBase

destFlag, destImage, image25D, mask, maxProgressValue, minProgressValue, multiThreadingEnabled, nthreads, progress, progressModulus, progressStep, runningInSeparateThread, separable, srcImage, threadStopped

Fields inherited from class java.lang.Thread

MAX_PRIORITY, MIN_PRIORITY, NORM_PRIORITY

Constructor Summary

Constructors

Constructor	Description
AlgorithmGraphBasedSegmentation(ModelImage destImg, ModelImage srcImg, float sigma, float k, int minSize)	Constructs graph based segmentation algorithm.

Method Summary

Modifier and Type	Method	Description
private float	diff(float[] r, float[] g, float[] b, int x1, int y1, int x2, int y2)
void	finalize()	Prepares this class for destruction.
void	runAlgorithm()	Starts the program.
(package private) AlgorithmGraphBasedSegmentation.universe	segment_graph(int num_vertices, int num_edges, ArrayList<AlgorithmGraphBasedSegmentation.edge> edges, float k)

Methods inherited from class gov.nih.mipav.model.algorithms.AlgorithmBase

actionPerformed, addListener, addProgressChangeListener, calculateImageSize, calculatePrincipleAxis, computeElapsedTime, computeElapsedTime, convertIntoFloat, delinkProgressToAlgorithm, delinkProgressToAlgorithmMulti, displayError, errorCleanUp, fireProgressStateChanged, fireProgressStateChanged, fireProgressStateChanged, fireProgressStateChanged, fireProgressStateChanged, generateProgressValues, getDestImage, getElapsedTime, getMask, getMaxProgressValue, getMinProgressValue, getNumberOfThreads, getProgress, getProgressChangeListener, getProgressChangeListeners, getProgressModulus, getProgressStep, getProgressValues, getSrcImage, isCompleted, isImage25D, isMultiThreadingEnabled, isRunningInSeparateThread, isThreadStopped, linkProgressToAlgorithm, linkProgressToAlgorithm, makeProgress, notifyListeners, removeListener, removeProgressChangeListener, run, setCompleted, setImage25D, setMask, setMaxProgressValue, setMinProgressValue, setMultiThreadingEnabled, setNumberOfThreads, setProgress, setProgressModulus, setProgressStep, setProgressValues, setProgressValues, setRunningInSeparateThread, setSrcImage, setStartTime, setThreadStopped, startMethod, windowActivated, windowClosed, windowClosing, windowDeactivated, windowDeiconified, windowIconified, windowOpened

Methods inherited from class java.lang.Thread

activeCount, checkAccess, clone, countStackFrames, currentThread, dumpStack, enumerate, getAllStackTraces, getContextClassLoader, getDefaultUncaughtExceptionHandler, getId, getName, getPriority, getStackTrace, getState, getThreadGroup, getUncaughtExceptionHandler, holdsLock, interrupt, interrupted, isAlive, isDaemon, isInterrupted, isVirtual, join, join, join, join, ofPlatform, ofVirtual, onSpinWait, resume, setContextClassLoader, setDaemon, setDefaultUncaughtExceptionHandler, setName, setPriority, setUncaughtExceptionHandler, sleep, sleep, sleep, start, startVirtualThread, stop, suspend, threadId, toString, yield

Methods inherited from class java.lang.Object

equals, getClass, hashCode, notify, notifyAll, wait, wait, wait

Field Details

sigma

private float sigma

The C++ source code for the port was downloaded from Pedro F. Felzenswalb's web page Graph Based Image Segmentation at http://cs.brown.edu/~pff/segment/ This code is ported with the permission of Pedro F. Felzenszwalb Reference: Pedro F. Felzenszwalb and Daniel P. Huttenlocher, International Journal of Computer Vision, 59(2), September, 2004. Port performed by William Gandler. This program takes a color image and produces a segmentation with a random color assigned to each region Typical parameters are: sigma = 0.5, k = 500, minSize = 20. Larger values for k result in larger components in the result.

k

private float k

minSize

private int minSize

xDim

private int xDim

UI

ViewUserInterface UI

Constructor Details

AlgorithmGraphBasedSegmentation

public AlgorithmGraphBasedSegmentation(ModelImage destImg,
 ModelImage srcImg,
 float sigma,
 float k,
 int minSize)

Constructs graph based segmentation algorithm.

Parameters:

destImg - Image model where result image is to stored

srcImg - Source image model

sigma - Used to smooth the input image before segmenting it

k - Value for the threshold function

minSize - Minimum component size enforced by post-processing

Method Details

finalize

public void finalize()

Prepares this class for destruction.

Overrides:

finalize in class AlgorithmBase

runAlgorithm

public void runAlgorithm()

Starts the program.

Specified by:

runAlgorithm in class AlgorithmBase

segment_graph

AlgorithmGraphBasedSegmentation.universe segment_graph(int num_vertices,
 int num_edges,
 ArrayList<AlgorithmGraphBasedSegmentation.edge> edges,
 float k)

diff

private float diff(float[] r,
 float[] g,
 float[] b,
 int x1,
 int y1,
 int x2,
 int y2)