org.openimaj.image.model.pixel

Class OrthotopePixelModel

java.lang.Object

org.openimaj.image.model.pixel.PixelClassificationModel<Float[],MBFImage>

org.openimaj.image.model.pixel.MBFPixelClassificationModel

org.openimaj.image.model.pixel.OrthotopePixelModel

All Implemented Interfaces:

Serializable, Cloneable, ImageClassificationModel<MBFImage>, EstimatableModel<MBFImage,FImage>, Model<MBFImage,FImage>

public class OrthotopePixelModel
extends MBFPixelClassificationModel

Model of an orthotope/hyperrectangle/box in space. Everything inside classifies as positive, everything outside as negative.

Author:

Jonathon Hare

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field and Description
protected float[]	max
protected float[]	min

Fields inherited from class org.openimaj.image.model.pixel.MBFPixelClassificationModel

ndims

Constructor Summary

Constructors

Constructor and Description
OrthotopePixelModel(float[] minCoords, float[] maxCoords) Construct with the given number box.
OrthotopePixelModel(int ndims) Construct with the given number of dimensions.

Method Summary

Modifier and Type	Method and Description
protected float	classifyPixel(Float[] pix)
OrthotopePixelModel	clone() Clone the model
void	learnModel(MBFImage... images) Learn the model from the given MBFImages.

Methods inherited from class org.openimaj.image.model.pixel.MBFPixelClassificationModel

getArray

Methods inherited from class org.openimaj.image.model.pixel.PixelClassificationModel

classifyImage, estimate, numItemsToEstimate, predict

Methods inherited from class java.lang.Object

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

Field Detail

min

protected float[] min

max

protected float[] max

Constructor Detail

OrthotopePixelModel

public OrthotopePixelModel(int ndims)

Construct with the given number of dimensions. This should be equal to the number of bands in the MBFImages you wish to classify.

Parameters:

ndims - number of dimensions

OrthotopePixelModel

public OrthotopePixelModel(float[] minCoords,
                           float[] maxCoords)

Construct with the given number box. The number of dimensions for each coordinate should be equal to the number of bands in the MBFImages you wish to classify.

Parameters:

minCoords - coordinates of the corner of the box with the smallest coordinates.

maxCoords - coordinates of the corner of the box with the largest coordinates.

Method Detail

classifyPixel

protected float classifyPixel(Float[] pix)

Specified by:

classifyPixel in class PixelClassificationModel<Float[],MBFImage>

clone

public OrthotopePixelModel clone()

Description copied from interface: EstimatableModel

Clone the model

Specified by:

clone in interface ImageClassificationModel<MBFImage>

Specified by:

clone in interface EstimatableModel<MBFImage,FImage>

Specified by:

clone in class PixelClassificationModel<Float[],MBFImage>

Returns:

a cloned copy

learnModel

public void learnModel(MBFImage... images)

Description copied from interface: ImageClassificationModel

Learn the model from the given MBFImages.

Parameters:

images - the images to learn from