Catalano.Imaging.Texture.BinaryPattern

Class GradientLocalBinaryPattern

java.lang.Object

Catalano.Imaging.Texture.BinaryPattern.GradientLocalBinaryPattern

All Implemented Interfaces:

IBinaryPattern

public class GradientLocalBinaryPattern
extends java.lang.Object
implements IBinaryPattern

Gradient-based local binary patterns (GLBP) is a type of feature used for classification in computer vision. GLBP was first described in 2011. It has since been found to be a powerful feature for texture classification.

Constructor Summary

Constructors

Constructor and Description
GradientLocalBinaryPattern() Initialize a new instance of the GradientLocalBinaryPattern 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

GradientLocalBinaryPattern

public GradientLocalBinaryPattern()

Initialize a new instance of the GradientLocalBinaryPattern 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.