Base class for BirdOp and InsectOp. More...

#include <FuzzyDetectorOp.h>

Inheritance diagram for FuzzyDetectorOp:

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Collaboration diagram for FuzzyDetectorOp:

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Protected Member Functions
	FuzzyDetectorOp (const std::string &name, const std::string &description, const std::string &classCode)
	Constructor.

	FuzzyDetectorOp (const FuzzyDetectorOp &op)
	Copy constructor.

virtual const QuantitySelector &	getSelectorDBZ () const

virtual const QuantitySelector &	getSelectorVRAD () const

virtual const QuantitySelector &	getSelectorZDR () const

virtual const QuantitySelector &	getSelectorRHOHV () const

virtual void	runDetection (const DataSet< PolarSrc > &src, PlainData< PolarDst > &dstProb, DataSet< PolarDst > &dstAux) const
	Process as sweep (data in one elevation angle)

virtual drain::Fuzzifier< double > &	getFuzzifierDBZ (LocalFunctorBank &bank) const

virtual drain::Fuzzifier< double > &	getFuzzifierVRAD (LocalFunctorBank &bank) const

virtual drain::Fuzzifier< double > &	getFuzzifierZDR (LocalFunctorBank &bank) const

virtual drain::Fuzzifier< double > &	getFuzzifierRHOHV (LocalFunctorBank &bank) const

virtual void	computeFuzzy (const drain::Fuzzifier< double > &fuzzifier, const PlainData< PolarSrc > &src, PlainData< PolarDst > &dstData, DataSet< PolarDst > &dstProduct) const

virtual void	computeFuzzyVRAD (const drain::Fuzzifier< double > &fuzzifier, const PlainData< PolarSrc > &src, PlainData< PolarDst > &dstData, DataSet< PolarDst > &dstProduct) const

void	applyOperator (const ImageOp &op, const PlainData< PolarSrc > &src, PlainData< PolarDst > &dstData, DataSet< PolarDst > &dstProductAux) const
	Convenience function for "accumulating" detection results.

Protected Member Functions inherited from DetectorOp
virtual void	initDataDst (const PlainData< PolarSrc > &srcData, PlainData< PolarDst > &dstData, const std::string &quantity="") const
	If raised, make template? Cf. Volume::initDst ?

void	storeDebugData (int debugLevel, const ImageFrame &srcImage, const std::string &label) const

void	storeDebugData (const ImageFrame &srcImage, PlainData< PolarDst > &dstData, const std::string &quantityLabel) const

virtual void	writeHow (PlainData< PolarDst > &dstData) const
	After running a cmd, write execution details.

void	_enhanceDirectionally (Image &data, float medianPos, int windowWidth) const
	Enhances the detection result by reinforcing sectors of strong response, attenuating others. Optional utility for derived classes.

void	_infect (Image &data, int windowWidth, int windowHeight, double enhancement) const

Protected Member Functions inherited from AndreOp
	AndreOp (const std::string &name, const std::string &description)
	Generally, the whole data structure can be traversed.

virtual void	setGeometry (const PolarODIM &srcODIM, PlainData< PolarDst > &dstData) const

Protected Member Functions inherited from VolumeTraversalOp
void	collect (const Hi5Tree &src, Hi5Tree &dst) const

Protected Member Functions inherited from PolarProductOp
void	copyPolarGeometry (const PolarODIM &srcODIM, PlainData< PolarDst > &dstData) const

virtual void	deriveDstGeometry (const DataSetMap< PolarSrc > &srcSweeps, PolarODIM &dstOdim, bool MINIMISE_RSCALE=false) const
	Based on input data, find geometry that maximises range and ray count.

virtual void	determineMetadata (const DataSetMap< PolarSrc > &srcSweeps, PolarODIM &dstOdim) const
	Update timestamps etc.

Protected Member Functions inherited from RadarProductOp< MS, MD >
virtual void	setGeometry (const MS &srcODIM, PlainData< dst_t > &dstData) const =0
	Sets automagically the suitable dst parameters.

virtual void	initDst (const MS &srcODIM, PlainData< dst_t > &dstData) const
	initialises dst data by setting suitable ODIM metadata and geometry.

virtual void	setEncoding (const ODIM &srcODIM, PlainData< dst_t > &dstData) const
	Sets applicable encoding parametes (type, gain, offset, undetect, nodata) for this product.

void	setEncodingNEW (PlainData< dst_t > &dstData, const std::string &quantity="", const std::string &args="") const
	Sets applicable encoding parametes (type, gain, offset, undetect, nodata) for this product.

Protected Member Functions inherited from ProductBase
	ProductBase (const std::string &name, const std::string &description)
	Default constructor.

	ProductBase (const ProductBase &product)

void	storeLastArguments (const std::string &p) override
	Called after setParameters()

Protected Member Functions inherited from BeanLike
virtual void	updateBean () const
	Called after setParameters()

Static Protected Member Functions
static void	getGammaLookUpTable (double p, std::vector< unsigned char > &lookUpTable)
	Returns a 256-element map of Gamma corrected values, scaled by 256.

Static Protected Member Functions inherited from ProductBase
static void	setODIMspecials (ODIM &productODIM)
	Sets target encoding.

Protected Attributes
drain::Range< double >	dbzParam = {-5.0,+5.0}

double	vradDevThreshold = 2.0

drain::Range< double >	rhoHVthreshold = {0.85,0.95}

double	zdrAbsThreshold = 2.0

drain::image::WindowConfig	windowConf

double	gammaAdjustment = 1.0

Protected Attributes inherited from DetectorOp
std::string	upperCaseName

bool	REQUIRE_STANDARD_DATA = false
	Set to true if operator expects fixed background intensities instead of "nodata" defined by the PolarODIM. Affects getValidData().

Protected Attributes inherited from PolarProductOp
bool	aboveSeaLevel

Protected Attributes inherited from ProductBase
std::string	lastArguments

drain::ReferenceMap	allowedEncoding
	Defines which encoding parameters can be changed by the user from command line.

Protected Attributes inherited from BeanLike
const std::string	name
	Name of this bean, typically also the name of the (derived) class.

const std::string	description
	Brief, human-readable description of this bean.

map_t	parameters
	Parameters (name -> linked variable), typically linked to member variables of the derived class.

Static Protected Attributes
static const QuantitySelector	selectorEmpty

static const QuantitySelector	selectorDBZ

static const QuantitySelector	selectorVRAD

static const QuantitySelector	selectorZDR

static const QuantitySelector	selectorRHOHV

static drain::FuzzyIdentity< double >	dummy

Static Protected Attributes inherited from DetectorOp
static unsigned short int	_count

Additional Inherited Members
Public Types inherited from RadarProductOp< MS, MD >
typedef SrcType< MS const >	src_t
	Type of input, that is, source.

typedef DstType< MD >	dst_t
	Type of output, that is, destination.

Public Types inherited from ProductConf
enum	OutputDataVerbosity { DEFAULT =0 , INTERMEDIATE =1 , DEBUG =2 , QUALITY =4 }
	Determines if also intermediate results (1) are saved. See –store.

typedef drain::EnumFlagger< drain::MultiFlagger< OutputDataVerbosity > >	OutputFlagger

Public Types inherited from BeanLike
typedef ReferenceMap	map_t
	Reference map type used to store this bean's parameters (name -> linked variable).

Public Member Functions inherited from DetectorOp
	DetectorOp (const std::string &name=__FUNCTION__, const std::string &description="", const std::string &echoClass="")

	DetectorOp (const DetectorOp &op)
	Copy constructor.

virtual const std::string &	getOutputQuantity (const std::string &inputQuantity="") const
	Returns the quantity name, by default the name of the class in upper case letters.

virtual void	computeProducts (const DataSetMap< PolarSrc > &srcVolume, DataSetMap< PolarDst > &dstVolume) const

virtual void	runDetection (const DataSetMap< PolarSrc > &srcVolume, DataSetMap< PolarDst > &dstVolume) const

virtual void	runDetector (const PlainData< PolarSrc > &srcData, PlainData< PolarDst > &dstProb) const
	Process as sweep (data in one elevation angle). Disabled; see runDetection() above for the equivalent, documented version.

virtual void	processData (const Data< src_t > &srcData, Data< dst_t > &dstData) const

Public Member Functions inherited from VolumeTraversalOp
	VolumeTraversalOp (const std::string &name, const std::string &description="")

virtual void	traverseVolume (const Hi5Tree &src, Hi5Tree &dst) const
	Base class for radar data processors.

Public Member Functions inherited from PolarProductOp
	PolarProductOp (const std::string &name=__FUNCTION__, const std::string &description="")

	PolarProductOp (const PolarProductOp &op)

Public Member Functions inherited from VolumeOp< PolarODIM >
	VolumeOp (const std::string &name, const std::string &description="")

virtual Hi5Tree &	processVolume (const Hi5Tree &srcRoot, Hi5Tree &dstRoot) const final
	Traverse through given volume and create new, processed data (volume or polar product).

virtual void	setPolarSelector (const PolarSelector &ps)

Public Member Functions inherited from RadarProductOp< MS, MD >
	RadarProductOp (const std::string &name, const std::string &description)
	Default constructor.

	RadarProductOp (const RadarProductOp &product)

virtual void	processH5 (const Hi5Tree &src, Hi5Tree &dst) const

virtual void	computeSingleProduct (const DataSetMap< src_t > &srcSweeps, DataSet< dst_t > &dstProduct) const
	Traverse the data applicable for this product and create new, processed data (volume or polar product).

virtual void	processDataSet (const DataSet< src_t > &srcSweep, DataSet< DstType< MD > > &dstProduct) const
	Process the data of a single sweep and and write the result to given product.

Public Member Functions inherited from ProductBase
const std::string &	getLastArguments () const

virtual	~ProductBase ()
	Destructor.

void	setDataSelector (const DataSelector &selector)
	Copies the conditions of another selector.

const DataSelector &	getDataSelector () const
	Returns the data selector of this operator.

DataSelector &	getDataSelector ()
	Returns the data selector of this operator.

void	help (std::ostream &ostr=std::cout, bool showDescription=true) const
	Dumps the help of this operator.

const drain::ReferenceMap &	getAllowedEncoding () const
	Returns a map of encoding parameters that can be changed by the user.

virtual void	setEncodingRequest (const std::string &p)
	Set encoding parameters for the result: type,gain,offset,undetect,nodata.

void	setAllowedEncoding (const std::string &keys)

Public Member Functions inherited from ProductConf
	ProductConf ()
	Default constructor.

	ProductConf (const ProductConf &conf)
	Copy constructor.

Public Member Functions inherited from BeanLike
	BeanLike (const BeanLike &b)
	Copy constructor. Re-links `parameters` to the member variables of this (new) instance.

	BeanLike (const std::string &name, const std::string &description="")
	Constructor.

virtual const std::string &	getName () const
	Return the name of an instance.

virtual const std::string &	getDescription () const
	Return a brief description.

bool	hasParameters () const
	Tells if any parameters have been linked (registered) for this bean.

template<class F >
F	getParameter (const std::string &p) const
	Gets a single parameter.

const map_t &	getParameters () const
	Returns the parameter map (const access).

map_t &	getParameters ()
	Returns the parameter map.

template<class F >
void	setParametersFromEntries (const F &args)
	Sets several parameters at once from a sequence of key-value pairs.

void	setParameters (std::initializer_list< Variable::init_pair_t > args)
	Grants access to (if above hidden)

virtual void	setParameters (const std::string &p, char assignmentSymbol='=', char separatorSymbol=0)
	Sets comma-separated parameters in a predetermined order "a,b,c" or by specifing them "b=2".

template<class T >
void	setParameters (const std::map< std::string, T > &args)
	Set parameters.

template<class T >
void	setParameters (const SmartMap< T > &args)
	Set parameters.

void	setParameter (const std::string &p, const Castable &value)
	Sets a single parameter.

template<class T >
void	setParameter (const std::string &p, const VariableT< T > &value)

template<class F >
void	setParameter (const std::string &p, const F &value)
	Sets a single parameter.

template<class F >
void	setParameter (const std::string &p, std::initializer_list< F > value)
	Sets a single parameter.

BeanLike &	operator= (const BeanLike &b)
	Assigns the parameter values of another bean (by key) to this one's own parameters.

virtual std::ostream &	toStream (std::ostream &ostr, bool compact=true) const
	Prints the name, description and current parameter values.

Static Public Member Functions inherited from ProductBase
static void	applyODIM (ODIM &productODIM, const ODIM &defaultODIM, bool useDefaults=false)
	Modifies encoding. If type is changed, resets scaling first.

static void	setRackVersion (drain::VariableMap &metadata)

Public Attributes inherited from DetectorOp
const drain::image::Palette::value_type &	classEntry
	Index applied in the legend of the classification results.

bool	UNIVERSAL = false
	If true, applies also to quantities str than the one used in detection. The detection and the accumulation will be stored one step upwards (dataset-N level).

Public Attributes inherited from RadarProductOp< MS, MD >
MD	odim
	The default data parameters for encoding output (the product).

Public Attributes inherited from ProductConf
DataSelector	dataSelector

std::string	targetEncoding
	How the (main) output is encoded.

ODIMPathElem	appendResults
	If set, appends outputs in an hdf5 structure instead of overwriting.

ODIMPathElem	appendResultQuality = ODIMPathElem::DATA

OutputFlagger	outputDataVerbosity = DEFAULT

Static Public Attributes inherited from DetectorOp
static bool	SUPPORT_UNIVERSAL

Static Public Attributes inherited from PolarProductOp
static const CoordinatePolicy	polarCoordPolicy

Detailed Description

Base class for BirdOp and InsectOp.

Member Function Documentation

◆ applyOperator()

void applyOperator	(	const ImageOp &	op,
		const PlainData< PolarSrc > &	src,
		PlainData< PolarDst > &	dstData,
		DataSet< PolarDst > &	dstProductAux
	)		const

protected

Convenience function for "accumulating" detection results.

Parameters

dstData	- actual result
dstProductAux	-

◆ getFuzzifierRHOHV()

virtual drain::Fuzzifier< double > & getFuzzifierRHOHV ( LocalFunctorBank & bank ) const

inlineprotectedvirtual

Reimplemented in DualPolBioMetOp, and NonMet2Op.

◆ getFuzzifierZDR()

virtual drain::Fuzzifier< double > & getFuzzifierZDR ( LocalFunctorBank & bank ) const

inlineprotectedvirtual

Reimplemented in DualPolBioMetOp.

◆ runDetection()

void runDetection	(	const DataSet< PolarSrc > &	srcDataSet,
		PlainData< PolarDst > &	dstProb,
		DataSet< PolarDst > &	aux
	)		const

protectedvirtual

Process as sweep (data in one elevation angle)

Parameters

srcDataSet	- input data of one elevation; possibly several quantities (measurement parameters).
dstProb	- probability field ie. the result of the detection algorithm
aux	- auxialiary DatasetDst for keeping a copy of normalized data.

Reduction coefficient to compensate missing measurement data

Reimplemented from DetectorOp.

The documentation for this class was generated from the following files:

src/andre/FuzzyDetectorOp.h
src/andre/FuzzyDetectorOp.cpp

Protected Member Functions

Static Protected Member Functions

Protected Attributes