Package adams.data.opencv.features
Class MultiOpenCVFeatureGenerator
- java.lang.Object
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- adams.core.logging.LoggingObject
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- adams.core.logging.CustomLoggingLevelObject
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- adams.core.option.AbstractOptionHandler
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- adams.data.image.AbstractImageFeatureGenerator<OpenCVImageContainer>
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- adams.data.opencv.features.AbstractOpenCVFeatureGenerator
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- adams.data.opencv.features.MultiOpenCVFeatureGenerator
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- All Implemented Interfaces:
CleanUpHandler
,Destroyable
,GlobalInfoSupporter
,LoggingLevelHandler
,LoggingSupporter
,OptionHandler
,ShallowCopySupporter<AbstractImageFeatureGenerator>
,SizeOfHandler
,Serializable
,Comparable
public class MultiOpenCVFeatureGenerator extends AbstractOpenCVFeatureGenerator
Applies multiple generators to the same image and merges the generate a feature vectors side-by-side. If one of the generators should create fewer a feature vectors, missing values are used in that case.
-logging-level <OFF|SEVERE|WARNING|INFO|CONFIG|FINE|FINER|FINEST> (property: loggingLevel) The logging level for outputting errors and debugging output. default: WARNING
-converter <adams.data.featureconverter.AbstractFeatureConverter> (property: converter) The feature converter to use to produce the output data. default: adams.data.featureconverter.SpreadSheetFeatureConverter -data-row-type adams.data.spreadsheet.DenseDataRow -spreadsheet-type adams.data.spreadsheet.SpreadSheet
-field <adams.data.report.Field> [-field ...] (property: fields) The fields to add to the output. default:
-notes <adams.core.base.BaseString> [-notes ...] (property: notes) The notes to add as attributes to the generated data, eg 'PROCESS INFORMATION' . default:
-sub-generator <AbstractOpenCVFeatureGenerator> [-sub-generator ...] (property: subGenerators) The feature generators to apply to the image. default:
-prefix <java.lang.String> (property: prefix) The prefix to use for disambiguating the attribute names of the datasets generated by the generators; use '#' for the 1-based index of the feature generator; example '#-' default:
- Author:
- fracpete (fracpete at waikato dot ac dot nz)
- See Also:
- Serialized Form
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Field Summary
Fields Modifier and Type Field Description protected AbstractOpenCVFeatureGenerator[]
m_SubGenerators
the generators to use.protected HeaderDefinition[]
m_SubHeaders
the sub-headers.-
Fields inherited from class adams.data.image.AbstractImageFeatureGenerator
m_Converter, m_Fields, m_Notes, m_Prefix
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Fields inherited from class adams.core.option.AbstractOptionHandler
m_OptionManager
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Fields inherited from class adams.core.logging.LoggingObject
m_Logger, m_LoggingIsEnabled, m_LoggingLevel
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Constructor Summary
Constructors Constructor Description MultiOpenCVFeatureGenerator()
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Method Summary
All Methods Instance Methods Concrete Methods Modifier and Type Method Description HeaderDefinition
createHeader(OpenCVImageContainer img)
Creates the header from a template image.protected String
createPrefix(int index)
Generates the prefix for the specified generator.void
defineOptions()
Adds options to the internal list of options.List<Object>[]
generateRows(OpenCVImageContainer img)
Performs the actual feature generation.AbstractOpenCVFeatureGenerator[]
getSubGenerators()
Returns the generators to use.String
globalInfo()
Returns a string describing the object.void
setSubGenerators(AbstractOpenCVFeatureGenerator[] value)
Sets the generators to use.String
subGeneratorsTipText()
Returns the tip text for this property.-
Methods inherited from class adams.data.image.AbstractImageFeatureGenerator
checkData, cleanUp, compareTo, converterTipText, destroy, equals, fieldsTipText, generate, getConverter, getDatasetFormat, getFields, getNotes, getPrefix, getRowFormat, notesTipText, postProcessHeader, postProcessRow, postProcessRows, prefixTipText, reset, setConverter, setFields, setNotes, setPrefix, shallowCopy, shallowCopy
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Methods inherited from class adams.core.option.AbstractOptionHandler
cleanUpOptions, finishInit, getDefaultLoggingLevel, getOptionManager, initialize, loggingLevelTipText, newOptionManager, setLoggingLevel, toCommandLine, toString
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Methods inherited from class adams.core.logging.LoggingObject
configureLogger, getLogger, getLoggingLevel, initializeLogging, isLoggingEnabled, sizeOf
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Methods inherited from class java.lang.Object
clone, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait
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Methods inherited from interface adams.core.logging.LoggingLevelHandler
getLoggingLevel
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Field Detail
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m_SubGenerators
protected AbstractOpenCVFeatureGenerator[] m_SubGenerators
the generators to use.
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m_SubHeaders
protected HeaderDefinition[] m_SubHeaders
the sub-headers.
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Method Detail
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globalInfo
public String globalInfo()
Returns a string describing the object.- Specified by:
globalInfo
in interfaceGlobalInfoSupporter
- Specified by:
globalInfo
in classAbstractOptionHandler
- Returns:
- a description suitable for displaying in the gui
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defineOptions
public void defineOptions()
Adds options to the internal list of options.- Specified by:
defineOptions
in interfaceOptionHandler
- Overrides:
defineOptions
in classAbstractImageFeatureGenerator<OpenCVImageContainer>
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setSubGenerators
public void setSubGenerators(AbstractOpenCVFeatureGenerator[] value)
Sets the generators to use.- Parameters:
value
- the generators
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getSubGenerators
public AbstractOpenCVFeatureGenerator[] getSubGenerators()
Returns the generators to use.- Returns:
- the generators
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subGeneratorsTipText
public String subGeneratorsTipText()
Returns the tip text for this property.- Returns:
- tip text for this property suitable for displaying in the GUI or for listing the options.
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createPrefix
protected String createPrefix(int index)
Generates the prefix for the specified generator.- Parameters:
index
- the index of the generator- Returns:
- the prefix
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createHeader
public HeaderDefinition createHeader(OpenCVImageContainer img)
Creates the header from a template image.- Specified by:
createHeader
in classAbstractImageFeatureGenerator<OpenCVImageContainer>
- Parameters:
img
- the image to act as a template- Returns:
- the generated header
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generateRows
public List<Object>[] generateRows(OpenCVImageContainer img)
Performs the actual feature generation.- Specified by:
generateRows
in classAbstractImageFeatureGenerator<OpenCVImageContainer>
- Parameters:
img
- the image to process- Returns:
- the generated features
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