Catalano.Imaging.Texture.BinaryPattern

Class ImprovedLocalBinaryPattern

java.lang.Object

Catalano.Imaging.Texture.BinaryPattern.ImprovedLocalBinaryPattern

All Implemented Interfaces:

IBinaryPattern

public class ImprovedLocalBinaryPattern
extends java.lang.Object
implements IBinaryPattern

Improved Local binary patterns (ILBP) is a type of feature used for classification in computer vision. Different of LBP, ILBP use the mean in 3x3 region and the center of pixel in the encoding. ILBP was first described in 2004. It has since been found to be a powerful feature for texture classification.

Constructor Summary

Constructors

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

Method Summary

Modifier and Type	Method and Description
ImageHistogram	ComputeFeatures(FastBitmap fastBitmap) Compute binary pattern.

Methods inherited from class java.lang.Object

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

Constructor Detail

ImprovedLocalBinaryPattern

public ImprovedLocalBinaryPattern()

Initialize a new instance of the ImprovedLocalBinaryPattern 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.