Seis: SeisBayesClass Class Reference

Bayesian inversion/classification for seismic data using PDFs. More...

Inheritance diagram for SeisBayesClass:

List of all members.

Public Member Functions
	SeisBayesClass (const IOPar &)
	~SeisBayesClass ()
int	nextStep ()
const char *	message () const
const char *	nrDoneText () const
od_int64	nrDone () const
od_int64	totalNr () const
Static Public Member Functions
static const char *	sKeyPDFID ()
static const char *	sKeyAPProbID ()
static const char *	sKeySeisInpID ()
static const char *	sKeySeisOutID ()
static const char *	sKeyPreNorm ()
static const char *	sKeyPostNorm ()
static const char *	sKeyPreScale ()
Protected Member Functions
bool	getPDFs ()
void	preScalePDFs ()
void	postScaleProbs ()
bool	getReaders ()
bool	getWriters ()
SeisTrcReader *	getReader (const char *, bool, int)
int	readInpTrcs ()
int	createOutput ()
int	closeDown ()
float	getPDFValue (int ipdf, int isamp, int icomp, bool inp=false) const
float	getAPTrcVal (int ipdf, int isamp, int icomp)
void	calcPerBinProbs ()
void	calcProbs (int)
void	calcClass ()
void	calcDet ()
void	cleanUp ()
void	prepOutTrc (SeisTrc &, bool) const
void	getClass (const TypeSet< float > &, int &, float &) const
Protected Attributes
bool	is2d_
ObjectSet< ProbDenFunc >	inppdfs_
ObjectSet< ProbDenFunc >	pdfs_
ObjectSet< SeisTrcReader >	rdrs_
ObjectSet< SeisTrcReader >	aprdrs_
ObjectSet< SeisTrcWriter >	wrrs_
SeisTrcBuf &	inptrcs_
SeisTrcBuf &	aptrcs_
SeisTrcBuf &	outtrcs_
const IOPar &	pars_
ObjectSet< TypeSet< int > >	pdfxtbls_
bool	doprenorm_
bool	dopostnorm_
TypeSet< float >	prescales_
const int	nrdims_
const int	nrpdfs_
const bool	needclass_
od_int64	nrdone_
od_int64	totalnr_
BufferString	msg_
BufferStringSet	pdfnames_
int	initstep_
TypeSet< float >	pdfinpvals_

Detailed Description

Bayesian inversion/classification for seismic data using PDFs.

The IOPar must contain the input/output, in IOObj IDs: mGetSeisBayesPDFIDKey(nr) - the input ProbDenFunc's mGetSeisBayesSeisInpIDKey(nr) - for each dimension of the PDF in the order of the first PDF mGetSeisBayesSeisOutIDKey(nr) - outputs in a specific sequence.

The outputs are all optional, but have a specific number: 0 .. N-1 = the Probability output for PDF 0 .. N-1 N = the Classification N+1 = the Classification confidence N+2 = the Determination confidence: sum of the input PDF values

Constructor & Destructor Documentation

SeisBayesClass::SeisBayesClass ( const IOPar & )

SeisBayesClass::~SeisBayesClass ( )

Member Function Documentation

void SeisBayesClass::calcClass ( ) [protected]

void SeisBayesClass::calcDet ( ) [protected]

void SeisBayesClass::calcPerBinProbs ( ) [protected]

void SeisBayesClass::calcProbs ( int ) [protected]

void SeisBayesClass::cleanUp ( ) [protected]

int SeisBayesClass::closeDown ( ) [protected]

int SeisBayesClass::createOutput ( ) [protected]

float SeisBayesClass::getAPTrcVal	(	int	ipdf,
		int	isamp,
		int	icomp
	)			`[protected]`

void SeisBayesClass::getClass	(	const TypeSet< float > &	,
		int &	,
		float &
	)			const `[protected]`

bool SeisBayesClass::getPDFs ( ) [protected]

float SeisBayesClass::getPDFValue	(	int	ipdf,
		int	isamp,
		int	icomp,
		bool	inp = `false`
	)			const `[protected]`

SeisTrcReader* SeisBayesClass::getReader	(	const char *	,
		bool	,
		int
	)			`[protected]`

bool SeisBayesClass::getReaders ( ) [protected]

bool SeisBayesClass::getWriters ( ) [protected]

const char* SeisBayesClass::message ( ) const [virtual]

Reimplemented from Task.

int SeisBayesClass::nextStep ( ) [virtual]

Implements SequentialTask.

od_int64 SeisBayesClass::nrDone ( ) const [virtual]

Reimplemented from Task.

const char* SeisBayesClass::nrDoneText ( ) const [virtual]

Reimplemented from Task.

void SeisBayesClass::postScaleProbs ( ) [protected]

void SeisBayesClass::prepOutTrc	(	SeisTrc &	,
		bool
	)			const `[protected]`

void SeisBayesClass::preScalePDFs ( ) [protected]

int SeisBayesClass::readInpTrcs ( ) [protected]

static const char* SeisBayesClass::sKeyAPProbID ( ) [static]

static const char* SeisBayesClass::sKeyPDFID ( ) [static]

static const char* SeisBayesClass::sKeyPostNorm ( ) [static]

static const char* SeisBayesClass::sKeyPreNorm ( ) [static]

static const char* SeisBayesClass::sKeyPreScale ( ) [static]

static const char* SeisBayesClass::sKeySeisInpID ( ) [static]

static const char* SeisBayesClass::sKeySeisOutID ( ) [static]

od_int64 SeisBayesClass::totalNr ( ) const [virtual]

Reimplemented from Task.

Member Data Documentation

ObjectSet<SeisTrcReader> SeisBayesClass::aprdrs_ [protected]

SeisTrcBuf& SeisBayesClass::aptrcs_ [protected]

bool SeisBayesClass::dopostnorm_ [protected]

bool SeisBayesClass::doprenorm_ [protected]

int SeisBayesClass::initstep_ [protected]

ObjectSet<ProbDenFunc> SeisBayesClass::inppdfs_ [protected]

SeisTrcBuf& SeisBayesClass::inptrcs_ [protected]

bool SeisBayesClass::is2d_ [protected]

BufferString SeisBayesClass::msg_ [protected]

const bool SeisBayesClass::needclass_ [protected]

const int SeisBayesClass::nrdims_ [protected]

od_int64 SeisBayesClass::nrdone_ [protected]

const int SeisBayesClass::nrpdfs_ [protected]

SeisTrcBuf& SeisBayesClass::outtrcs_ [protected]

const IOPar& SeisBayesClass::pars_ [protected]

TypeSet<float> SeisBayesClass::pdfinpvals_ [mutable, protected]

BufferStringSet SeisBayesClass::pdfnames_ [protected]

ObjectSet<ProbDenFunc> SeisBayesClass::pdfs_ [protected]

ObjectSet< TypeSet<int> > SeisBayesClass::pdfxtbls_ [protected]

TypeSet<float> SeisBayesClass::prescales_ [protected]

ObjectSet<SeisTrcReader> SeisBayesClass::rdrs_ [protected]

od_int64 SeisBayesClass::totalnr_ [protected]

ObjectSet<SeisTrcWriter> SeisBayesClass::wrrs_ [protected]