OpenMS  2.7.0
Public Types | Public Member Functions | Public Attributes | Protected Member Functions | List of all members
ContinuousWaveletTransformNumIntegration Class Reference

This class computes the continuous wavelet transformation using a marr wavelet. More...

#include <OpenMS/TRANSFORMATIONS/RAW2PEAK/ContinuousWaveletTransformNumIntegration.h>

Inheritance diagram for ContinuousWaveletTransformNumIntegration:
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Collaboration diagram for ContinuousWaveletTransformNumIntegration:
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Public Types

typedef ContinuousWaveletTransform::PeakConstIterator PeakConstIterator
 Profile data const iterator type. More...
 
- Public Types inherited from ContinuousWaveletTransform
typedef std::vector< Peak1D >::const_iterator PeakConstIterator
 Raw data const iterator type. More...
 

Public Member Functions

 ContinuousWaveletTransformNumIntegration ()
 Constructor. More...
 
 ~ContinuousWaveletTransformNumIntegration () override
 Destructor. More...
 
template<typename InputPeakIterator >
void transform (InputPeakIterator begin_input, InputPeakIterator end_input, float resolution)
 Computes the wavelet transform of a given profile data interval [begin_input,end_input) More...
 
void init (double scale, double spacing) override
 Perform necessary preprocessing steps like tabulating the Wavelet. More...
 
- Public Member Functions inherited from ContinuousWaveletTransform
 ContinuousWaveletTransform ()
 Constructor. More...
 
virtual ~ContinuousWaveletTransform ()
 Destructor. More...
 
const std::vector< Peak1D > & getSignal () const
 Non-mutable access to the wavelet transform of the signal. More...
 
std::vector< Peak1D > & getSignal ()
 Mutable access to the wavelet transform of the signal. More...
 
void setSignal (const std::vector< Peak1D > &signal)
 Mutable access to the wavelet transform of the signal. More...
 
const std::vector< double > & getWavelet () const
 Non-mutable access to the wavelet. More...
 
std::vector< double > & getWavelet ()
 Mutable access to the wavelet. More...
 
void setWavelet (const std::vector< double > &wavelet)
 Mutable access to the signal. More...
 
double getScale () const
 
double & getScale ()
 Mutable access to the spacing of raw data. More...
 
void setScale (double scale)
 Mutable access to the spacing of raw data. More...
 
double getSpacing () const
 
double & getSpacing ()
 Mutable access to the spacing of raw data. More...
 
void setSpacing (double spacing)
 Mutable access to the spacing of raw data. More...
 
SignedSize getLeftPaddingIndex () const
 Non-mutable access to the position where the signal starts (in the interval [0,end_left_padding_) are the padded zeros) More...
 
SignedSizegetLeftPaddingIndex ()
 Mutable access to the position where the signal starts. More...
 
void setLeftPaddingIndex (const SignedSize end_left_padding)
 Mutable access to position where the signal starts. More...
 
SignedSize getRightPaddingIndex () const
 Non-mutable access to the position where the signal ends (in the interval (begin_right_padding_,end] are the padded zeros) More...
 
SignedSizegetRightPaddingIndex ()
 Mutable access to the position where the signal starts. More...
 
void setRightPaddingIndex (const SignedSize begin_right_padding)
 Mutable access to position where the signal starts. More...
 
SignedSize getSignalLength () const
 Non-mutable access to signal length [end_left_padding,begin_right_padding]. More...
 
SignedSizegetSignalLength ()
 Mutable access to signal length [end_left_padding,begin_right_padding]. More...
 
void setSignalLength (const SignedSize signal_length)
 Mutable access to signal length [end_left_padding,begin_right_padding]. More...
 
int getSize () const
 Non-mutable access to signal length including padded zeros [0,end]. More...
 
double operator[] (unsigned int i)
 Yields the signal (intensity) at position i. More...
 
double operator[] (unsigned int i) const
 

Public Attributes

std::vector< Peak1Dsignal_
 The transformed signal. More...
 
std::vector< double > wavelet_
 The pre-tabulated wavelet used for the transform. More...
 
double scale_
 Spacing and scale of the wavelet and length of the signal. More...
 
double spacing_
 
SignedSize end_left_padding_
 
SignedSize begin_right_padding_
 
SignedSize signal_length_
 

Protected Member Functions

template<typename InputPeakIterator >
double integrate_ (InputPeakIterator x, InputPeakIterator first, InputPeakIterator last)
 Computes the convolution of the wavelet and the profile data at position x with resolution = 1. More...
 
double integrate_ (const std::vector< double > &processed_input, double spacing_data, int index)
 Computes the convolution of the wavelet and the profile data at position x with resolution > 1. More...
 
double marr_ (const double x) const
 Computes the Marr wavelet at position x. More...
 
- Protected Member Functions inherited from ContinuousWaveletTransform
template<typename InputPeakIterator >
double getInterpolatedValue_ (double x, InputPeakIterator it_left)
 

Additional Inherited Members

- Protected Attributes inherited from ContinuousWaveletTransform
std::vector< Peak1Dsignal_
 The transformed signal. More...
 
std::vector< double > wavelet_
 The pre-tabulated wavelet used for the transform. More...
 
double scale_
 Spacing and scale of the wavelet and length of the signal. More...
 
double spacing_
 
SignedSize signal_length_
 
SignedSize end_left_padding_
 
SignedSize begin_right_padding_
 

Detailed Description

This class computes the continuous wavelet transformation using a marr wavelet.

The convolution of the signal and the wavelet is computed by numerical integration.

Member Typedef Documentation

◆ PeakConstIterator

Profile data const iterator type.

Constructor & Destructor Documentation

◆ ContinuousWaveletTransformNumIntegration()

Constructor.

◆ ~ContinuousWaveletTransformNumIntegration()

Destructor.

Member Function Documentation

◆ init()

void init ( double  scale,
double  spacing 
)
overridevirtual

Perform necessary preprocessing steps like tabulating the Wavelet.

Build a Marr-Wavelet for the current spacing and scale. We store the wavelet in the vector<double> wavelet_;

We only need a finite amount of points since the Marr function decays fast. We take 5*scale, since at that point the wavelet has dropped to ~ -10^-4

Reimplemented from ContinuousWaveletTransform.

◆ integrate_() [1/2]

double integrate_ ( const std::vector< double > &  processed_input,
double  spacing_data,
int  index 
)
protected

Computes the convolution of the wavelet and the profile data at position x with resolution > 1.

◆ integrate_() [2/2]

double integrate_ ( InputPeakIterator  x,
InputPeakIterator  first,
InputPeakIterator  last 
)
inlineprotected

Computes the convolution of the wavelet and the profile data at position x with resolution = 1.

References OpenMS::Math::round().

◆ marr_()

double marr_ ( const double  x) const
inlineprotected

Computes the Marr wavelet at position x.

◆ transform()

void transform ( InputPeakIterator  begin_input,
InputPeakIterator  end_input,
float  resolution 
)
inline

Computes the wavelet transform of a given profile data interval [begin_input,end_input)

  • Resolution = 1: the wavelet transform will be computed at every position of the Profile data,
  • Resolution = 2: the wavelet transform will be computed at 2x(number of Profile data positions) positions (the profile data are interpolated to get the intensity for missing positions)
Note
The InputPeakIterator should point to a Peak1D or a class derived from Peak1D.
Before starting the transformation you have to call the init function

References OpenMS::Constants::k.

Member Data Documentation

◆ begin_right_padding_

SignedSize begin_right_padding_

◆ end_left_padding_

SignedSize end_left_padding_

We often have to pad the transform at the left and right with zeros. Since we don't want to iterate over those as well, we have to store their positions.

◆ scale_

double scale_

Spacing and scale of the wavelet and length of the signal.

◆ signal_

std::vector<Peak1D> signal_

The transformed signal.

◆ signal_length_

SignedSize signal_length_

◆ spacing_

double spacing_

◆ wavelet_

std::vector<double> wavelet_

The pre-tabulated wavelet used for the transform.