Catalano.Imaging.Texture.BinaryPattern

Class LocalBinaryPattern

java.lang.Object

Catalano.Imaging.Texture.BinaryPattern.LocalBinaryPattern

All Implemented Interfaces:

IBinaryPattern

public class LocalBinaryPattern
extends java.lang.Object
implements IBinaryPattern

Local binary patterns (LBP) is a type of feature used for classification in computer vision. LBP was first described in 1994. It has since been found to be a powerful feature for texture classification.

Constructor Summary

Constructors

Constructor and Description
LocalBinaryPattern() Initialize a new instance of the LocalBinaryPattern class.

Method Summary

Modifier and Type	Method and Description
ImageHistogram	ComputeFeatures(FastBitmap fastBitmap) Compute binary pattern.
FastBitmap	toFastBitmap(FastBitmap fastBitmap) Convert the image in binary pattern representation.

Methods inherited from class java.lang.Object

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

Constructor Detail

LocalBinaryPattern

public LocalBinaryPattern()

Initialize a new instance of the LocalBinaryPattern class.

Method Detail

ComputeFeatures

public ImageHistogram ComputeFeatures(FastBitmap fastBitmap)

Description copied from interface: IBinaryPattern

Compute binary pattern.

Specified by:

ComputeFeatures in interface IBinaryPattern

Parameters:

fastBitmap - Image to be processed.

Returns:

Binary pattern.

toFastBitmap

public FastBitmap toFastBitmap(FastBitmap fastBitmap)

Convert the image in binary pattern representation.

Parameters:

fastBitmap - Image.

Returns:

Binary pattern image.