StatBase Class Reference

#include <stat.hh>

Public Member Functions
	StatBase ()
template<typename T , class D >
void	VisitState (const ImageStateImpl< T, D > &isi)
Real	GetMean () const
void	SetMean (Real m)
Real	GetMinimum () const
Point	GetMinimumPosition () const
void	SetMinimum (Real m)
Real	GetMaximum () const
Point	GetMaximumPosition () const
void	SetMaximum (Real m)
Real	GetSum () const
void	SetSum (Real s)
Real	GetVariance () const
void	SetVariance (Real v)
Real	GetStandardDeviation () const
void	SetStandardDeviation (Real s)
Real	GetRootMeanSquare () const
Real	GetSkewness () const
Real	GetKurtosis () const
Vec3	GetCenterOfMass () const

Static Public Member Functions
static String	GetAlgorithmName ()

Protected Attributes
Real	mean_
Real	var_
Real	std_dev_
Real	sum_
Real	min_
Real	max_
Point	maxpos_
Point	minpos_
Real	rms_
Real	skewness_
Real	kurtosis_
Vec3	center_of_mass_

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Detailed Description

collect statistical information about data

Since this algorithm is implemented as a combined image stage visitor and algorithm, the main workhorse is this class StatBase, which will act as the parent class of the actual algorithm class, Stat

Mean value, variance and standard deviation are calculated based on the one pass algorithm by Welford et al.: B. P. Welford (1962)."Note on a method for calculating corrected sums of squares and products". Technometrics 4(3):419–420 The calculation of the higher order central moments is implemented according to Terriberry: Terriberry, Timothy B. (2007), Computing Higher-Order Moments Online (http://people.xiph.org/~tterribe/notes/homs.html)

Definition at line 49 of file stat.hh.

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Constructor & Destructor Documentation

StatBase ( )

inline

Definition at line 52 of file stat.hh.

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Member Function Documentation

static String GetAlgorithmName ( )

inlinestatic

Definition at line 71 of file stat.hh.

Vec3 GetCenterOfMass ( ) const

inline

Definition at line 92 of file stat.hh.

Real GetKurtosis ( ) const

inline

Definition at line 91 of file stat.hh.

Real GetMaximum ( ) const

inline

Definition at line 80 of file stat.hh.

Point GetMaximumPosition ( ) const

inline

Definition at line 81 of file stat.hh.

Real GetMean ( ) const

inline

Definition at line 75 of file stat.hh.

Real GetMinimum ( ) const

inline

Definition at line 77 of file stat.hh.

Point GetMinimumPosition ( ) const

inline

Definition at line 78 of file stat.hh.

Real GetRootMeanSquare ( ) const

inline

Definition at line 89 of file stat.hh.

Real GetSkewness ( ) const

inline

Definition at line 90 of file stat.hh.

Real GetStandardDeviation ( ) const

inline

Definition at line 87 of file stat.hh.

Real GetSum ( ) const

inline

Definition at line 83 of file stat.hh.

Real GetVariance ( ) const

inline

Definition at line 85 of file stat.hh.

void SetMaximum ( Real  m )

inline

Definition at line 82 of file stat.hh.

void SetMean ( Real  m )

inline

Definition at line 76 of file stat.hh.

void SetMinimum ( Real  m )

inline

Definition at line 79 of file stat.hh.

void SetStandardDeviation ( Real  s )

inline

Definition at line 88 of file stat.hh.

void SetSum ( Real  s )

inline

Definition at line 84 of file stat.hh.

void SetVariance ( Real  v )

inline

Definition at line 86 of file stat.hh.

void VisitState

(

const ImageStateImpl< T, D > &

isi

)

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Field Documentation

Vec3 center_of_mass_

protected

Definition at line 98 of file stat.hh.

Real kurtosis_

protected

Definition at line 97 of file stat.hh.

Real max_

protected

Definition at line 95 of file stat.hh.

Point maxpos_

protected

Definition at line 96 of file stat.hh.

Real mean_

protected

Definition at line 94 of file stat.hh.

Real min_

protected

Definition at line 95 of file stat.hh.

Point minpos_

protected

Definition at line 96 of file stat.hh.

Real rms_

protected

Definition at line 97 of file stat.hh.

Real skewness_

protected

Definition at line 97 of file stat.hh.

Real std_dev_

protected

Definition at line 94 of file stat.hh.

Real sum_

protected

Definition at line 95 of file stat.hh.

Real var_

protected

Definition at line 94 of file stat.hh.

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

• stage/include/ost/img/alg/stat.hh