fractals

fractals — Fractal dimension calculation, fractal interpolation

Functions

void	gwy_data_field_fractal_partitioning ()
void	gwy_data_field_fractal_cubecounting ()
void	gwy_data_field_fractal_triangulation ()
void	gwy_data_field_fractal_psdf ()
void	gwy_data_field_fractal_hhcf ()
gdouble	gwy_data_field_fractal_cubecounting_dim ()
gdouble	gwy_data_field_fractal_triangulation_dim ()
gdouble	gwy_data_field_fractal_partitioning_dim ()
gdouble	gwy_data_field_fractal_psdf_dim ()
gdouble	gwy_data_field_fractal_hhcf_dim ()
void	gwy_data_field_fractal_correction ()

Includes

#include <libprocess/gwyprocess.h>

Description

Functions

gwy_data_field_fractal_partitioning ()

void
gwy_data_field_fractal_partitioning (GwyDataField *data_field,
                                     GwyDataLine *xresult,
                                     GwyDataLine *yresult,
                                     GwyInterpolationType interpolation);

Computes data for log-log plot by partitioning (variance).

Data lines xresult and yresult will be resized to the output size and they will contain corresponding values at each position.

Parameters

data_field	A data field.
xresult	Data line to store x-values for log-log plot to.
yresult	Data line to store y-values for log-log plot to.
interpolation	Interpolation type.

gwy_data_field_fractal_cubecounting ()

void
gwy_data_field_fractal_cubecounting (GwyDataField *data_field,
                                     GwyDataLine *xresult,
                                     GwyDataLine *yresult,
                                     GwyInterpolationType interpolation);

Computes data for log-log plot by cube counting.

Data lines xresult and yresult will be resized to the output size and they will contain corresponding values at each position.

Parameters

data_field	A data field.
xresult	Data line to store x-values for log-log plot to.
yresult	Data line to store y-values for log-log plot to.
interpolation	Interpolation type.

gwy_data_field_fractal_triangulation ()

void
gwy_data_field_fractal_triangulation (GwyDataField *data_field,
                                      GwyDataLine *xresult,
                                      GwyDataLine *yresult,
                                      GwyInterpolationType interpolation);

Computes data for log-log plot by triangulation.

Data lines xresult and yresult will be resized to the output size and they will contain corresponding values at each position.

Parameters

data_field	A data field.
xresult	Data line to store x-values for log-log plot to.
yresult	Data line to store y-values for log-log plot to.
interpolation	Interpolation type.

gwy_data_field_fractal_psdf ()

void
gwy_data_field_fractal_psdf (GwyDataField *data_field,
                             GwyDataLine *xresult,
                             GwyDataLine *yresult,
                             GwyInterpolationType interpolation);

Computes data for log-log plot by spectral density method.

Data lines xresult and yresult will be resized to the output size and they will contain corresponding values at each position.

Parameters

data_field	A data field.
xresult	Data line to store x-values for log-log plot to.
yresult	Data line to store y-values for log-log plot to.
interpolation	Interpolation type.

gwy_data_field_fractal_hhcf ()

void
gwy_data_field_fractal_hhcf (GwyDataField *data_field,
                             GwyDataLine *xresult,
                             GwyDataLine *yresult);

Computes data for log-log plot by structure function (HHCF) method.

Data lines xresult and yresult will be resized to the output size and they will contain corresponding values at each position.

Parameters

data_field	A data field.
xresult	Data line to store x-values for log-log plot to.
yresult	Data line to store y-values for log-log plot to.

Since: 2.66

gwy_data_field_fractal_cubecounting_dim ()

gdouble
gwy_data_field_fractal_cubecounting_dim
                               (GwyDataLine *xresult,
                                GwyDataLine *yresult,
                                gdouble *a,
                                gdouble *b);

Computes fractal dimension by cube counting method from log-log plot data.

The xresult and yresult data lines are usually calculated by gwy_data_field_fractal_cubecounting().

Parameters

xresult	Log-log fractal data (x values).
yresult	Log-log fractal data (y values).
a	Location to store linear fit constant to.
b	Location to store linear fit slope to.

Returns

The fractal dimension.

gwy_data_field_fractal_triangulation_dim ()

gdouble
gwy_data_field_fractal_triangulation_dim
                               (GwyDataLine *xresult,
                                GwyDataLine *yresult,
                                gdouble *a,
                                gdouble *b);

Computes fractal dimension by triangulation method from log-log plot data.

The xresult and yresult data lines are usually calculated by gwy_data_field_fractal_triangulation().

Parameters

xresult	Log-log fractal data (x values).
yresult	Log-log fractal data (y values).
a	Location to store linear fit constant to.
b	Location to store linear fit slope to.

Returns

The fractal dimension.

gwy_data_field_fractal_partitioning_dim ()

gdouble
gwy_data_field_fractal_partitioning_dim
                               (GwyDataLine *xresult,
                                GwyDataLine *yresult,
                                gdouble *a,
                                gdouble *b);

Computes fractal dimension by partitioning (variance) method from log-log plot data.

The xresult and yresult data lines are usually calculated by gwy_data_field_fractal_partitioning().

Parameters

xresult	Log-log fractal data (x values).
yresult	Log-log fractal data (y values).
a	Location to store linear fit constant to.
b	Location to store linear fit slope to.

Returns

The fractal dimension.

gwy_data_field_fractal_psdf_dim ()

gdouble
gwy_data_field_fractal_psdf_dim (GwyDataLine *xresult,
                                 GwyDataLine *yresult,
                                 gdouble *a,
                                 gdouble *b);

Computes fractal dimension by spectral density function method from log-log plot data.

The xresult and yresult data lines are usually calculated by gwy_data_field_fractal_psdf().

Parameters

xresult	Log-log fractal data (x values).
yresult	Log-log fractal data (y values).
a	Location to store linear fit constant to.
b	Location to store linear fit slope to.

Returns

The fractal dimension.

gwy_data_field_fractal_hhcf_dim ()

gdouble
gwy_data_field_fractal_hhcf_dim (GwyDataLine *xresult,
                                 GwyDataLine *yresult,
                                 gdouble *a,
                                 gdouble *b);

Computes fractal dimension by structure function (HHCF) method from log-log plot data.

The xresult and yresult data lines are usually calculated by gwy_data_field_fractal_hhcf().

Parameters

xresult	Log-log fractal data (x values).
yresult	Log-log fractal data (y values).
a	Location to store linear fit constant to.
b	Location to store linear fit slope to.

Returns

The fractal dimension.

Since: 2.66

gwy_data_field_fractal_correction ()

void
gwy_data_field_fractal_correction (GwyDataField *data_field,
                                   GwyDataField *mask_field,
                                   GwyInterpolationType interpolation);

Replaces data under mask with interpolated values using fractal interpolation.

Parameters

data_field	A data field.
mask_field	Mask of places to be corrected.
interpolation	Interpolation type.