EnhancedFrostFunctor< VALUETYPE > Class Template Reference

This function tries to reduce the speckle noise of an image by applying the Enhanced Frost filter. More...

#include <vigra/specklefilters.hxx>

Detailed Description

template<typename VALUETYPE>
class vigra::EnhancedFrostFunctor< VALUETYPE >

This function tries to reduce the speckle noise of an image by applying the Enhanced Frost filter.

This function tries to reduce the speckle noise of an image by means of applying the enhanced Frost filter using a window of given size, a damping factor k, and the equivalent numbers of look (enl). The implementation is according to the article by Lopez & Touzi & Nezry (1990): Adaptive speckle filters and scene heterogenity.

The user has to provide a window size, a damping factor k, and the equivalent numbers of look (enl). The implementation is according to the article by
Lopez & Touzi & Nezry (1990): Adaptive speckle filters and scene heterogenity.

All restrictions of the called functions applyWindowFunction apply.

Preconditions:

1. 0.0 < k <= 1.0
2. enl > 0

Declarations:

pass 2D array views:

namespace vigra {
    template <class T1, class S1,
              class T2, class S2>
    void
    enhancedFrostFilter(MultiArrayView<2, T1, S1> const & src,
                         MultiArrayView<2, T2, S2> dest,
                         Diff2D window_shape, float k, int enl,
                         BorderTreatmentMode border = BORDER_TREATMENT_REPEAT);
 
}

show deprecated declarations

pass Image Iterators and Data Accessors :

namespace vigra {
    template <class SrcIterator, class SrcAccessor,
              class DestIterator, class DestAccessor>
    void enhancedFrostFilter(SrcIterator supperleft,
                              SrcIterator slowerright, SrcAccessor sa,
                              DestIterator dupperleft, DestAccessor da,
                              Diff2D window_shape, float k, int enl,
                              BorderTreatmentMode border = BORDER_TREATMENT_REPEAT);
}

use argument objects in conjunction with Argument Object Factories :

namespace vigra {
    template <class SrcIterator, class SrcAccessor,
              class DestIterator, class DestAccessor>
    void
    enhancedFrostFilter(triple<SrcIterator, SrcIterator, SrcAccessor> src,
                         pair<DestIterator, DestAccessor> dest,
                         Diff2D window_shape, float k, int enl,
                         BorderTreatmentMode border = BORDER_TREATMENT_REPEAT);
}

Usage:

#include <vigra/specklefilters.hxx>
Namespace: vigra

unsigned int w=1000, h=1000;
MultiArray<2, float> src(w,h), dest(w,h);
...
 
// apply an enhanced frost filter with a window size of 5x5 and a damping factor of 0.5, where
// the image was composed by 3 equivalent looks:
enhancedFrostFilter(src, dest, Diff2D(5,5), 0.5, 3);

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

• vigra/specklefilters.hxx