org.openimaj.image.processing.convolution.filterbank

Class SchmidFilterBank

java.lang.Object

org.openimaj.image.processing.convolution.filterbank.FilterBank

org.openimaj.image.processing.convolution.filterbank.SchmidFilterBank

All Implemented Interfaces:

ImageAnalyser<FImage>

public class SchmidFilterBank
extends FilterBank

Implementation of the MR8 filter bank described in: C. Schmid. Constructing models for content-based image retrieval. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, volume 2, pages 39-45, 2001. Inspired by the matlab implementation from http://www.robots.ox.ac.uk/~vgg/research/texclass/filters.html

Author:

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

Field Summary

Fields inherited from class org.openimaj.image.processing.convolution.filterbank.FilterBank

responses

Constructor Summary

Constructors

Constructor and Description
SchmidFilterBank() Default constructor with a support of 49 pixels.
SchmidFilterBank(int size) Construct with given support (filter size).

Method Summary

Modifier and Type	Method and Description
protected static FConvolution[]	makeFilters(int SUP)

Methods inherited from class org.openimaj.image.processing.convolution.filterbank.FilterBank

analyseImage, getResponse, getResponseFV, getResponseImages, getResponses, renderFilters

Methods inherited from class java.lang.Object

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

Constructor Detail

SchmidFilterBank

public SchmidFilterBank()

Default constructor with a support of 49 pixels.

SchmidFilterBank

public SchmidFilterBank(int size)

Construct with given support (filter size).

Parameters:

size - the filter size

Method Detail

makeFilters

protected static FConvolution[] makeFilters(int SUP)