Kuwahara Filter (2D)

A 2D Kuwahara filter implementation. More...

Detailed Description

A 2D Kuwahara filter implementation.

Performs the Kuwahara Filter, a noise-reduction filter that preserves edges. In the case of a 5x5 sampling window, the mean brightness and the variance of each of the four 3x3 regions, are calculated and the value of the center pixel is set to the mean value of the region that with the smallest variance.

See also

Kuwahara Filter on Wikipedia

Warning

Not yet implemented for RGB Images

Author

Vincent Morard

Jose-Marcio Martins da Cruz (port from Morph-M)

Collaboration diagram for Kuwahara Filter (2D):

Functions
template<class T >
RES_T	kuwaharaFilter (const Image< T > &imIn, const int radius, Image< T > &imOut)
	kuwaharaFilter Kuwahara Filter More...
template<class T >
RES_T	kuwaharaFilterRGB (const Image< T > &imIn, const int radius, Image< T > &imOut)
	kuwaharaFilterRGB Kuwahara Filter (color images) More...

Function Documentation

kuwaharaFilter()

RES_T kuwaharaFilter	(	const Image< T > &	imIn,
		const int	radius,
		Image< T > &	imOut
	)

kuwaharaFilter Kuwahara Filter

Parameters

[in]	imIn	: input Image
[in]	radius	:
[out]	imOut	: output Image (must be F_SIMPLE or F_DOUBLE ???)

kuwaharaFilterRGB()

RES_T smil::kuwaharaFilterRGB	(	const Image< T > &	imIn,
		const int	radius,
		Image< T > &	imOut
	)

kuwaharaFilterRGB Kuwahara Filter (color images)

Parameters

[in]	imIn	: input Image
[in]	radius	:
[out]	imOut	: output Image (must be F_SIMPLE or F_DOUBLE ???)