org.openimaj.image.model.patch

Class MBFPatchClassificationModel

java.lang.Object

org.openimaj.image.model.patch.PatchClassificationModel<Float[],org.openimaj.image.MBFImage>

org.openimaj.image.model.patch.MBFPatchClassificationModel

All Implemented Interfaces:

Serializable, Cloneable, ImageClassificationModel<org.openimaj.image.MBFImage>, org.openimaj.math.model.EstimatableModel<org.openimaj.image.MBFImage,org.openimaj.image.FImage>, org.openimaj.math.model.Model<org.openimaj.image.MBFImage,org.openimaj.image.FImage>

Direct Known Subclasses:

HistogramPatchModel

public abstract class MBFPatchClassificationModel
extends PatchClassificationModel<Float[],org.openimaj.image.MBFImage>

A base implementation of a PatchClassificationModel for MBFImages.

Author:

Jonathon Hare (jsh2@ecs.soton.ac.uk)

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field and Description
protected int	ndims

Fields inherited from class org.openimaj.image.model.patch.PatchClassificationModel

patchHeight, patchWidth

Constructor Summary

Constructors

Constructor and Description
MBFPatchClassificationModel(int ndims, int patchWidth, int patchHeight) Construct the model with the specified dimensionality and patch size.

Method Summary

Modifier and Type	Method and Description
protected org.openimaj.image.MBFImage[]	getArray(int length)

Methods inherited from class org.openimaj.image.model.patch.PatchClassificationModel

classifyImage, classifyPatch, clone, estimate, numItemsToEstimate, predict

Methods inherited from class java.lang.Object

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

Methods inherited from interface org.openimaj.image.model.ImageClassificationModel

learnModel

Field Detail

ndims

protected int ndims

Constructor Detail

MBFPatchClassificationModel

public MBFPatchClassificationModel(int ndims,
                                   int patchWidth,
                                   int patchHeight)

Construct the model with the specified dimensionality and patch size. The dimensionality should probably equal the number of bands in the MBFImages that the model is applied to.

Parameters:

ndims - the number of dimensions.

patchWidth - The width of each patch.

patchHeight - The height of each patch.

Method Detail

getArray

protected org.openimaj.image.MBFImage[] getArray(int length)

Specified by:

getArray in class PatchClassificationModel<Float[],org.openimaj.image.MBFImage>