org.opencv.video
Class BackgroundSubtractorMOG

java.lang.Object
  org.opencv.core.Algorithm
      org.opencv.video.BackgroundSubtractor
          org.opencv.video.BackgroundSubtractorMOG

public class BackgroundSubtractorMOG
extends BackgroundSubtractor

Gaussian Mixture-based Background/Foreground Segmentation Algorithm.

The class implements the algorithm described in P. KadewTraKuPong and R. Bowden, *An improved adaptive background mixture model for real-time tracking with shadow detection*, Proc. 2nd European Workshop on Advanced Video-Based Surveillance Systems, 2001: http://personal.ee.surrey.ac.uk/Personal/R.Bowden/publications/avbs01/avbs01.pdf

See Also:

org.opencv.video.BackgroundSubtractorMOG : public BackgroundSubtractor

Field Summary

Fields inherited from class org.opencv.core.Algorithm

nativeObj

Constructor Summary

	BackgroundSubtractorMOG() The constructors.
	BackgroundSubtractorMOG(int history, int nmixtures, double backgroundRatio) The constructors.
	BackgroundSubtractorMOG(int history, int nmixtures, double backgroundRatio, double noiseSigma) The constructors.
protected	BackgroundSubtractorMOG(long addr)

Method Summary

protected void

finalize()

Methods inherited from class org.opencv.video.BackgroundSubtractor

apply, apply

Methods inherited from class org.opencv.core.Algorithm

getBool, getDouble, getInt, getMat, getMatVector, getString, paramHelp, paramType, setBool, setDouble, setInt, setMat, setMatVector, setString

Methods inherited from class java.lang.Object

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

Constructor Detail

BackgroundSubtractorMOG

public BackgroundSubtractorMOG()

The constructors.

Default constructor sets all parameters to default values.

See Also:

org.opencv.video.BackgroundSubtractorMOG.BackgroundSubtractorMOG

BackgroundSubtractorMOG

public BackgroundSubtractorMOG(int history,
                               int nmixtures,
                               double backgroundRatio)

The constructors.

Default constructor sets all parameters to default values.

Parameters:

history - Length of the history.

nmixtures - Number of Gaussian mixtures.

backgroundRatio - Background ratio.

See Also:

org.opencv.video.BackgroundSubtractorMOG.BackgroundSubtractorMOG

BackgroundSubtractorMOG

public BackgroundSubtractorMOG(int history,
                               int nmixtures,
                               double backgroundRatio,
                               double noiseSigma)

The constructors.

Default constructor sets all parameters to default values.

Parameters:

history - Length of the history.

nmixtures - Number of Gaussian mixtures.

backgroundRatio - Background ratio.

noiseSigma - Noise strength.

See Also:

org.opencv.video.BackgroundSubtractorMOG.BackgroundSubtractorMOG

BackgroundSubtractorMOG

protected BackgroundSubtractorMOG(long addr)

Method Detail

finalize

protected void finalize()
                 throws java.lang.Throwable

Overrides:

finalize in class BackgroundSubtractor

Throws:

java.lang.Throwable