marf.FeatureExtraction
Class FeatureExtraction

java.lang.Object
  marf.Storage.StorageManager
      marf.FeatureExtraction.FeatureExtraction

All Implemented Interfaces:

java.io.Serializable, java.lang.Cloneable, IFeatureExtraction, IStorageManager

Direct Known Subclasses:

Cepstral, F0, FeatureExtractionAggregator, FFT, LPC, MinMaxAmplitudes, RandomFeatureExtraction, RawFeatureExtraction, Segmentation

public abstract class FeatureExtraction
extends StorageManager
implements IFeatureExtraction

Generic Feature Extraction Module. Every feature extraction module must extend this class; if it cannot then they must implement the IFeatureExtraction interface.

$Id: FeatureExtraction.java,v 1.37 2007/12/18 03:45:40 mokhov Exp $

Since:

0.0.1

Version:

$Revision: 1.37 $

Author:

Serguei Mokhov

See Also:

IFeatureExtraction, Serialized Form

Field Summary

protected double[]	adFeatures An array of features extracted (coefficiencies and/or amplitude values).
protected FeatureSet	oFeatureSet A collection of feature vectors or sets for a subject.
protected IPreprocessing	oPreprocessing Internal reference to the Preprocessing module.

Fields inherited from class marf.Storage.StorageManager

bDumpOnNotFound, iCurrentDumpMode, oObjectToSerialize, strFilename

Fields inherited from interface marf.FeatureExtraction.IFeatureExtraction

MARF_INTERFACE_CODE_REVISION

Fields inherited from interface marf.Storage.IStorageManager

DUMP_BINARY, DUMP_CSV_TEXT, DUMP_GZIP_BINARY, DUMP_HTML, DUMP_SQL, DUMP_XML, MARF_INTERFACE_CODE_REVISION, STORAGE_FILE_EXTENSIONS

Constructor Summary

protected

FeatureExtraction(IPreprocessing poPreprocessing) Main FeatureExtraction constructor.

Method Summary

void	backSynchronizeObject() Implementation of back-synchronization of loaded object.
java.lang.Object	clone() Implements Cloneable interface for the FeatureExtraction object.
boolean	extractFeatures() Provides default implementation of the API by using the sample data provided by the IPreprocessing module.
double[]	getFeaturesArray() Allows retrieval of the internal feature vector.
static java.lang.String	getMARFSourceCodeRevision() Returns source code revision information.
IPreprocessing	getPreprocessing() Retrieves inner preprocessing reference.
void	setPreprocessing(IPreprocessing poPreprocessing) Allows setting the source preprocessing module.

Methods inherited from class marf.Storage.StorageManager

dump, dumpBinary, dumpCSV, dumpGzipBinary, dumpHTML, dumpSQL, dumpXML, enableDumpOnNotFound, equals, getDefaultExtension, getDefaultExtension, getDumpMode, getFilename, getObjectToSerialize, hashCode, restore, restoreBinary, restoreCSV, restoreGzipBinary, restoreHTML, restoreSQL, restoreXML, setDumpMode, setFilename, toString

Methods inherited from class java.lang.Object

finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface marf.FeatureExtraction.IFeatureExtraction

extractFeatures

Field Detail

oPreprocessing

protected IPreprocessing oPreprocessing

Internal reference to the Preprocessing module.

adFeatures

protected double[] adFeatures

An array of features extracted (coefficiencies and/or amplitude values).

oFeatureSet

protected FeatureSet oFeatureSet

A collection of feature vectors or sets for a subject.

Since:

0.3.0.6

Constructor Detail

FeatureExtraction

protected FeatureExtraction(IPreprocessing poPreprocessing)

Main FeatureExtraction constructor.

Parameters:

poPreprocessing - preprocessing object ref.

Method Detail

extractFeatures

public boolean extractFeatures()
                        throws FeatureExtractionException

Provides default implementation of the API by using the sample data provided by the IPreprocessing module. The module should be set either through a constructor or a setter prior invocation.

Specified by:

extractFeatures in interface IFeatureExtraction

Returns:

boolean true if there were features extracted, false otherwise

Throws:

FeatureExtractionException - if there was an error while extracting features

Since:

0.3.0.6

See Also:

IFeatureExtraction.extractFeatures()

getFeaturesArray

public final double[] getFeaturesArray()

Allows retrieval of the internal feature vector.

Specified by:

getFeaturesArray in interface IFeatureExtraction

Returns:

array of features (double values)

getPreprocessing

public IPreprocessing getPreprocessing()

Retrieves inner preprocessing reference.

Specified by:

getPreprocessing in interface IFeatureExtraction

Returns:

the preprocessing reference

Since:

0.3.0.4

setPreprocessing

public void setPreprocessing(IPreprocessing poPreprocessing)

Allows setting the source preprocessing module.

Specified by:

setPreprocessing in interface IFeatureExtraction

Parameters:

poPreprocessing - the preprocessing object to set

Since:

0.3.0.4

backSynchronizeObject

public void backSynchronizeObject()

Implementation of back-synchronization of loaded object.

Overrides:

backSynchronizeObject in class StorageManager

Since:

0.3.0.3

See Also:

StorageManager.backSynchronizeObject()

clone

public java.lang.Object clone()

Implements Cloneable interface for the FeatureExtraction object. The contained Preprocessing isn't cloned at this point, and is just assigned to the clone.

Overrides:

clone in class StorageManager

Since:

0.3.0.5

See Also:

Object.clone()

getMARFSourceCodeRevision

public static java.lang.String getMARFSourceCodeRevision()

Returns source code revision information.

Returns:

revision string

Since:

0.3.0.2