org.openimaj.tools.clusterquantiser

Class ClusterQuantiser

java.lang.Object

org.openimaj.tools.clusterquantiser.ClusterQuantiser

public class ClusterQuantiser
extends Object

A tool for clustering and quantising local features.

Author:

Jonathon Hare (jsh2@ecs.soton.ac.uk), Sina Samangooei (ss@ecs.soton.ac.uk)

Constructor Summary

Constructors

Constructor and Description
ClusterQuantiser()

Method Summary

Modifier and Type	Method and Description
static SpatialClusters<?>	do_create(ClusterQuantiserOptions options) create new clusters
static List<SampleBatch>	do_getSampleBatches(ClusterQuantiserOptions options) Get sample batches
static byte[][]	do_getSamples(ClusterQuantiserOptions options) Get samples
static void	do_info(AbstractClusterQuantiserOptions options) Print info about clusters
static void	do_quant(ClusterQuantiserOptions cqo) Quantise features
static void	main(String[] args) The main method
static ClusterQuantiserOptions	mainOptions(String[] args) Prepare options

Methods inherited from class java.lang.Object

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

Constructor Detail

ClusterQuantiser

public ClusterQuantiser()

Method Detail

do_create

public static SpatialClusters<?> do_create(ClusterQuantiserOptions options)
                                    throws Exception

create new clusters

Parameters:

options -

Returns:

clusters

Throws:

Exception

do_getSampleBatches

public static List<SampleBatch> do_getSampleBatches(ClusterQuantiserOptions options)
                                             throws IOException

Get sample batches

Parameters:

options -

Returns:

batches

Throws:

IOException

do_getSamples

public static byte[][] do_getSamples(ClusterQuantiserOptions options)
                              throws IOException

Get samples

Parameters:

options -

Returns:

samples

Throws:

IOException

do_info

public static void do_info(AbstractClusterQuantiserOptions options)
                    throws IOException

Print info about clusters

Parameters:

options -

Throws:

IOException

do_quant

public static void do_quant(ClusterQuantiserOptions cqo)
                     throws IOException,
                            InterruptedException

Quantise features

Parameters:

cqo -

Throws:

IOException

InterruptedException

mainOptions

public static ClusterQuantiserOptions mainOptions(String[] args)
                                           throws InterruptedException,
                                                  org.kohsuke.args4j.CmdLineException

Prepare options

Parameters:

args -

Returns:

prepared options

Throws:

InterruptedException

org.kohsuke.args4j.CmdLineException

main

public static void main(String[] args)
                 throws Exception

The main method

Parameters:

args -

Throws:

Exception