stats

stats — Two-dimensional statistical functions

Synopsis




gdouble     gwy_data_field_get_max          (GwyDataField *data_field);
gdouble     gwy_data_field_get_min          (GwyDataField *data_field);
void        gwy_data_field_get_min_max      (GwyDataField *data_field,
                                             gdouble *min,
                                             gdouble *max);
gdouble     gwy_data_field_get_avg          (GwyDataField *data_field);
gdouble     gwy_data_field_get_rms          (GwyDataField *data_field);
gdouble     gwy_data_field_get_sum          (GwyDataField *data_field);
gdouble     gwy_data_field_get_median       (GwyDataField *data_field);
gdouble     gwy_data_field_get_surface_area (GwyDataField *data_field);
gdouble     gwy_data_field_area_get_max     (GwyDataField *data_field,
                                             GwyDataField *mask,
                                             gint col,
                                             gint row,
                                             gint width,
                                             gint height);
gdouble     gwy_data_field_area_get_min     (GwyDataField *data_field,
                                             GwyDataField *mask,
                                             gint col,
                                             gint row,
                                             gint width,
                                             gint height);
void        gwy_data_field_area_get_min_max (GwyDataField *data_field,
                                             GwyDataField *mask,
                                             gint col,
                                             gint row,
                                             gint width,
                                             gint height,
                                             gdouble *min,
                                             gdouble *max);
gdouble     gwy_data_field_area_get_avg     (GwyDataField *data_field,
                                             GwyDataField *mask,
                                             gint col,
                                             gint row,
                                             gint width,
                                             gint height);
gdouble     gwy_data_field_area_get_rms     (GwyDataField *data_field,
                                             GwyDataField *mask,
                                             gint col,
                                             gint row,
                                             gint width,
                                             gint height);
gdouble     gwy_data_field_area_get_sum     (GwyDataField *data_field,
                                             GwyDataField *mask,
                                             gint col,
                                             gint row,
                                             gint width,
                                             gint height);
gdouble     gwy_data_field_area_get_median  (GwyDataField *data_field,
                                             GwyDataField *mask,
                                             gint col,
                                             gint row,
                                             gint width,
                                             gint height);
gdouble     gwy_data_field_area_get_surface_area
                                            (GwyDataField *data_field,
                                             GwyDataField *mask,
                                             gint col,
                                             gint row,
                                             gint width,
                                             gint height);
void        gwy_data_field_get_autorange    (GwyDataField *data_field,
                                             gdouble *from,
                                             gdouble *to);
void        gwy_data_field_get_stats        (GwyDataField *data_field,
                                             gdouble *avg,
                                             gdouble *ra,
                                             gdouble *rms,
                                             gdouble *skew,
                                             gdouble *kurtosis);
void        gwy_data_field_area_get_stats   (GwyDataField *data_field,
                                             GwyDataField *mask,
                                             gint col,
                                             gint row,
                                             gint width,
                                             gint height,
                                             gdouble *avg,
                                             gdouble *ra,
                                             gdouble *rms,
                                             gdouble *skew,
                                             gdouble *kurtosis);
void        gwy_data_field_area_count_in_range
                                            (GwyDataField *data_field,
                                             GwyDataField *mask,
                                             gint col,
                                             gint row,
                                             gint width,
                                             gint height,
                                             gdouble below,
                                             gdouble above,
                                             gint *nbelow,
                                             gint *nabove);
void        gwy_data_field_area_dh          (GwyDataField *data_field,
                                             GwyDataField *mask,
                                             GwyDataLine *target_line,
                                             gint col,
                                             gint row,
                                             gint width,
                                             gint height,
                                             gint nstats);
void        gwy_data_field_dh               (GwyDataField *data_field,
                                             GwyDataLine *target_line,
                                             gint nstats);
void        gwy_data_field_area_cdh         (GwyDataField *data_field,
                                             GwyDataField *mask,
                                             GwyDataLine *target_line,
                                             gint col,
                                             gint row,
                                             gint width,
                                             gint height,
                                             gint nstats);
void        gwy_data_field_cdh              (GwyDataField *data_field,
                                             GwyDataLine *target_line,
                                             gint nstats);
void        gwy_data_field_area_da          (GwyDataField *data_field,
                                             GwyDataLine *target_line,
                                             gint col,
                                             gint row,
                                             gint width,
                                             gint height,
                                             GwyOrientation orientation,
                                             gint nstats);
void        gwy_data_field_da               (GwyDataField *data_field,
                                             GwyDataLine *target_line,
                                             GwyOrientation orientation,
                                             gint nstats);
void        gwy_data_field_area_cda         (GwyDataField *data_field,
                                             GwyDataLine *target_line,
                                             gint col,
                                             gint row,
                                             gint width,
                                             gint height,
                                             GwyOrientation orientation,
                                             gint nstats);
void        gwy_data_field_cda              (GwyDataField *data_field,
                                             GwyDataLine *target_line,
                                             GwyOrientation orientation,
                                             gint nstats);
void        gwy_data_field_area_acf         (GwyDataField *data_field,
                                             GwyDataLine *target_line,
                                             gint col,
                                             gint row,
                                             gint width,
                                             gint height,
                                             GwyOrientation orientation,
                                             GwyInterpolationType interpolation,
                                             gint nstats);
void        gwy_data_field_acf              (GwyDataField *data_field,
                                             GwyDataLine *target_line,
                                             GwyOrientation orientation,
                                             GwyInterpolationType interpolation,
                                             gint nstats);
void        gwy_data_field_area_hhcf        (GwyDataField *data_field,
                                             GwyDataLine *target_line,
                                             gint col,
                                             gint row,
                                             gint width,
                                             gint height,
                                             GwyOrientation orientation,
                                             GwyInterpolationType interpolation,
                                             gint nstats);
void        gwy_data_field_hhcf             (GwyDataField *data_field,
                                             GwyDataLine *target_line,
                                             GwyOrientation orientation,
                                             GwyInterpolationType interpolation,
                                             gint nstats);
void        gwy_data_field_area_psdf        (GwyDataField *data_field,
                                             GwyDataLine *target_line,
                                             gint col,
                                             gint row,
                                             gint width,
                                             gint height,
                                             GwyOrientation orientation,
                                             GwyInterpolationType interpolation,
                                             GwyWindowingType windowing,
                                             gint nstats);
void        gwy_data_field_psdf             (GwyDataField *data_field,
                                             GwyDataLine *target_line,
                                             GwyOrientation orientation,
                                             GwyInterpolationType interpolation,
                                             GwyWindowingType windowing,
                                             gint nstats);
void        gwy_data_field_area_minkowski_volume
                                            (GwyDataField *data_field,
                                             GwyDataLine *target_line,
                                             gint col,
                                             gint row,
                                             gint width,
                                             gint height,
                                             gint nstats);
void        gwy_data_field_minkowski_volume (GwyDataField *data_field,
                                             GwyDataLine *target_line,
                                             gint nstats);
void        gwy_data_field_area_minkowski_boundary
                                            (GwyDataField *data_field,
                                             GwyDataLine *target_line,
                                             gint col,
                                             gint row,
                                             gint width,
                                             gint height,
                                             gint nstats);
void        gwy_data_field_minkowski_boundary
                                            (GwyDataField *data_field,
                                             GwyDataLine *target_line,
                                             gint nstats);
void        gwy_data_field_area_minkowski_euler
                                            (GwyDataField *data_field,
                                             GwyDataLine *target_line,
                                             gint col,
                                             gint row,
                                             gint width,
                                             gint height,
                                             gint nstats);
void        gwy_data_field_minkowski_euler  (GwyDataField *data_field,
                                             GwyDataLine *target_line,
                                             gint nstats);
void        gwy_data_field_slope_distribution
                                            (GwyDataField *data_field,
                                             GwyDataLine *derdist,
                                             gint kernel_size);
void        gwy_data_field_get_normal_coeffs
                                            (GwyDataField *data_field,
                                             gdouble *nx,
                                             gdouble *ny,
                                             gdouble *nz,
                                             gboolean normalize1);
void        gwy_data_field_area_get_normal_coeffs
                                            (GwyDataField *data_field,
                                             gint col,
                                             gint row,
                                             gint width,
                                             gint height,
                                             gdouble *nx,
                                             gdouble *ny,
                                             gdouble *nz,
                                             gboolean normalize1);
void        gwy_data_field_area_get_inclination
                                            (GwyDataField *data_field,
                                             gint col,
                                             gint row,
                                             gint width,
                                             gint height,
                                             gdouble *theta,
                                             gdouble *phi);
void        gwy_data_field_get_inclination  (GwyDataField *data_field,
                                             gdouble *theta,
                                             gdouble *phi);

Description

Details

gwy_data_field_get_max ()

gdouble     gwy_data_field_get_max          (GwyDataField *data_field);

Finds the maximum value of a data field.

This quantity is cached.

data_field : A data field.
Returns : The maximum value.

gwy_data_field_get_min ()

gdouble     gwy_data_field_get_min          (GwyDataField *data_field);

Finds the minimum value of a data field.

This quantity is cached.

data_field : A data field.
Returns : The minimum value.

gwy_data_field_get_min_max ()

void        gwy_data_field_get_min_max      (GwyDataField *data_field,
                                             gdouble *min,
                                             gdouble *max);

Finds minimum and maximum values of a data field.

data_field : A data field.
min : Location to store minimum to.
max : Location to store maximum to.

gwy_data_field_get_avg ()

gdouble     gwy_data_field_get_avg          (GwyDataField *data_field);

Computes average value of a data field.

This quantity is cached.

data_field : A data field
Returns : The average value.

gwy_data_field_get_rms ()

gdouble     gwy_data_field_get_rms          (GwyDataField *data_field);

Computes root mean square value of a data field.

This quantity is cached.

data_field : A data field.
Returns : The root mean square value.

gwy_data_field_get_sum ()

gdouble     gwy_data_field_get_sum          (GwyDataField *data_field);

Sums all values in a data field.

This quantity is cached.

data_field : A data field.
Returns : The sum of all values.

gwy_data_field_get_median ()

gdouble     gwy_data_field_get_median       (GwyDataField *data_field);

Computes median value of a data field.

This quantity is cached.

data_field : A data field.
Returns : The median value.

gwy_data_field_get_surface_area ()

gdouble     gwy_data_field_get_surface_area (GwyDataField *data_field);

Computes surface area of a data field.

This quantity is cached.

data_field : A data field.
Returns : surface area

gwy_data_field_area_get_max ()

gdouble     gwy_data_field_area_get_max     (GwyDataField *data_field,
                                             GwyDataField *mask,
                                             gint col,
                                             gint row,
                                             gint width,
                                             gint height);

Finds the maximum value in a rectangular part of a data field.

data_field : A data field.
mask : Mask of values to take values into account, or NULL for full data_field. Values equal to 0.0 and below cause corresponding data_field samples to be ignored, values equal to 1.0 and above cause inclusion of corresponding data_field samples. The behaviour for values inside (0.0, 1.0) is undefined (it may be specified in the future).
col : Upper-left column coordinate.
row : Upper-left row coordinate.
width : Area width (number of columns).
height : Area height (number of rows).
Returns : The maximum value. When the number of samples to calculate maximum of is zero, -G_MAXDOUBLE is returned.

gwy_data_field_area_get_min ()

gdouble     gwy_data_field_area_get_min     (GwyDataField *data_field,
                                             GwyDataField *mask,
                                             gint col,
                                             gint row,
                                             gint width,
                                             gint height);

Finds the minimum value in a rectangular part of a data field.

data_field : A data field.
mask : Mask of values to take values into account, or NULL for full data_field. Values equal to 0.0 and below cause corresponding data_field samples to be ignored, values equal to 1.0 and above cause inclusion of corresponding data_field samples. The behaviour for values inside (0.0, 1.0) is undefined (it may be specified in the future).
col : Upper-left column coordinate.
row : Upper-left row coordinate.
width : Area width (number of columns).
height : Area height (number of rows).
Returns : The minimum value. When the number of samples to calculate minimum of is zero, -G_MAXDOUBLE is returned.

gwy_data_field_area_get_min_max ()

void        gwy_data_field_area_get_min_max (GwyDataField *data_field,
                                             GwyDataField *mask,
                                             gint col,
                                             gint row,
                                             gint width,
                                             gint height,
                                             gdouble *min,
                                             gdouble *max);

Finds minimum and maximum values in a rectangular part of a data field.

data_field : A data field.
mask : Mask of values to take values into account, or NULL for full data_field. Values equal to 0.0 and below cause corresponding data_field samples to be ignored, values equal to 1.0 and above cause inclusion of corresponding data_field samples. The behaviour for values inside (0.0, 1.0) is undefined (it may be specified in the future).
col : Upper-left column coordinate.
row : Upper-left row coordinate.
width : Area width (number of columns).
height : Area height (number of rows).
min : Location to store minimum to.
max : Location to store maximum to.

gwy_data_field_area_get_avg ()

gdouble     gwy_data_field_area_get_avg     (GwyDataField *data_field,
                                             GwyDataField *mask,
                                             gint col,
                                             gint row,
                                             gint width,
                                             gint height);

Computes average value of a rectangular part of a data field.

data_field : A data field
mask : Mask of values to take values into account, or NULL for full data_field. Values equal to 0.0 and below cause corresponding data_field samples to be ignored, values equal to 1.0 and above cause inclusion of corresponding data_field samples. The behaviour for values inside (0.0, 1.0) is undefined (it may be specified in the future).
col : Upper-left column coordinate.
row : Upper-left row coordinate.
width : Area width (number of columns).
height : Area height (number of rows).
Returns : The average value.

gwy_data_field_area_get_rms ()

gdouble     gwy_data_field_area_get_rms     (GwyDataField *data_field,
                                             GwyDataField *mask,
                                             gint col,
                                             gint row,
                                             gint width,
                                             gint height);

Computes root mean square value of a rectangular part of a data field.

data_field : A data field.
mask : Mask of values to take values into account, or NULL for full data_field. Values equal to 0.0 and below cause corresponding data_field samples to be ignored, values equal to 1.0 and above cause inclusion of corresponding data_field samples. The behaviour for values inside (0.0, 1.0) is undefined (it may be specified in the future).
col : Upper-left column coordinate.
row : Upper-left row coordinate.
width : Area width (number of columns).
height : Area height (number of rows).
Returns : The root mean square value.

gwy_data_field_area_get_sum ()

gdouble     gwy_data_field_area_get_sum     (GwyDataField *data_field,
                                             GwyDataField *mask,
                                             gint col,
                                             gint row,
                                             gint width,
                                             gint height);

Sums values of a rectangular part of a data field.

data_field : A data field.
mask : Mask of values to take values into account, or NULL for full data_field. Values equal to 0.0 and below cause corresponding data_field samples to be ignored, values equal to 1.0 and above cause inclusion of corresponding data_field samples. The behaviour for values inside (0.0, 1.0) is undefined (it may be specified in the future).
col : Upper-left column coordinate.
row : Upper-left row coordinate.
width : Area width (number of columns).
height : Area height (number of rows).
Returns : The sum of all values inside area.

gwy_data_field_area_get_median ()

gdouble     gwy_data_field_area_get_median  (GwyDataField *data_field,
                                             GwyDataField *mask,
                                             gint col,
                                             gint row,
                                             gint width,
                                             gint height);

Computes median value of a data field area.

data_field : A data field.
mask : Mask of values to take values into account, or NULL for full data_field. Values equal to 0.0 and below cause corresponding data_field samples to be ignored, values equal to 1.0 and above cause inclusion of corresponding data_field samples. The behaviour for values inside (0.0, 1.0) is undefined (it may be specified in the future).
col : Upper-left column coordinate.
row : Upper-left row coordinate.
width : Area width (number of columns).
height : Area height (number of rows).
Returns : The median value.

gwy_data_field_area_get_surface_area ()

gdouble     gwy_data_field_area_get_surface_area
                                            (GwyDataField *data_field,
                                             GwyDataField *mask,
                                             gint col,
                                             gint row,
                                             gint width,
                                             gint height);

Computes surface area of a rectangular part of a data field.

data_field : A data field.
mask : Mask of values to take values into account, or NULL for full data_field. Values equal to 0.0 and below cause corresponding data_field samples to be ignored, values equal to 1.0 and above cause inclusion of corresponding data_field samples. The behaviour for values inside (0.0, 1.0) is undefined (it may be specified in the future).
col : Upper-left column coordinate.
row : Upper-left row coordinate.
width : Area width (number of columns).
height : Area height (number of rows).
Returns : The surface area.

gwy_data_field_get_autorange ()

void        gwy_data_field_get_autorange    (GwyDataField *data_field,
                                             gdouble *from,
                                             gdouble *to);

Computes value range with outliers cut-off.

The purpose of this function is to find a range is suitable for false color mapping. The precise method how it is calculated is unspecified and may be subject to changes.

However, it is guaranteed minimum <= from <= to <= maximum.

This quantity is cached.

data_field : A data field.
from : Location to store range start.
to : Location to store range end.

gwy_data_field_get_stats ()

void        gwy_data_field_get_stats        (GwyDataField *data_field,
                                             gdouble *avg,
                                             gdouble *ra,
                                             gdouble *rms,
                                             gdouble *skew,
                                             gdouble *kurtosis);

Computes basic statistical quantities of a data field.

data_field : A data field.
avg : Where average height value of the surface should be stored, or NULL.
ra : Where average value of irregularities should be stored, or NULL.
rms : Where root mean square value of irregularities (Rq) should be stored, or NULL.
skew : Where skew (symmetry of height distribution) should be stored, or NULL.
kurtosis : Where kurtosis (peakedness of height ditribution) should be stored, or NULL.

gwy_data_field_area_get_stats ()

void        gwy_data_field_area_get_stats   (GwyDataField *data_field,
                                             GwyDataField *mask,
                                             gint col,
                                             gint row,
                                             gint width,
                                             gint height,
                                             gdouble *avg,
                                             gdouble *ra,
                                             gdouble *rms,
                                             gdouble *skew,
                                             gdouble *kurtosis);

Computes basic statistical quantities of a rectangular part of a data field.

data_field : A data field.
mask : Mask of values to take values into account, or NULL for full data_field. Values equal to 0.0 and below cause corresponding data_field samples to be ignored, values equal to 1.0 and above cause inclusion of corresponding data_field samples. The behaviour for values inside (0.0, 1.0) is undefined (it may be specified in the future).
col : Upper-left column coordinate.
row : Upper-left row coordinate.
width : Area width (number of columns).
height : Area height (number of rows).
avg : Where average height value of the surface should be stored, or NULL.
ra : Where average value of irregularities should be stored, or NULL.
rms : Where root mean square value of irregularities (Rq) should be stored, or NULL.
skew : Where skew (symmetry of height distribution) should be stored, or NULL.
kurtosis : Where kurtosis (peakedness of height ditribution) should be stored, or NULL.

gwy_data_field_area_count_in_range ()

void        gwy_data_field_area_count_in_range
                                            (GwyDataField *data_field,
                                             GwyDataField *mask,
                                             gint col,
                                             gint row,
                                             gint width,
                                             gint height,
                                             gdouble below,
                                             gdouble above,
                                             gint *nbelow,
                                             gint *nabove);

Counts data samples in given range.

No assertion is made about the values of above and below, in other words above may be larger than below. To count samples in an open interval instead of a closed interval, exchange below and above and then subtract the nabove and nbelow from width*height to get the complementary counts.

With this trick the common task of counting positive values can be realized:

gwy_data_field_area_count_in_range(data_field, NULL,
                                   col, row, width, height,
                                   0.0, 0.0, &count, NULL);
count = width*height - count;

data_field : A data field.
mask : Mask of values to take values into account, or NULL for full data_field. Values equal to 0.0 and below cause corresponding data_field samples to be ignored, values equal to 1.0 and above cause inclusion of corresponding data_field samples. The behaviour for values inside (0.0, 1.0) is undefined (it may be specified in the future).
col : Upper-left column coordinate.
row : Upper-left row coordinate.
width : Area width (number of columns).
height : Area height (number of rows).
below : Upper bound to compare data to. The number of samples less than or equal to below is stored in nbelow.
above : Lower bound to compare data to. The number of samples greater than or equal to above is stored in nabove.
nbelow : Location to store the number of samples less than or equal to below, or NULL.
nabove : Location to store the number of samples greater than or equal to above, or NULL.

gwy_data_field_area_dh ()

void        gwy_data_field_area_dh          (GwyDataField *data_field,
                                             GwyDataField *mask,
                                             GwyDataLine *target_line,
                                             gint col,
                                             gint row,
                                             gint width,
                                             gint height,
                                             gint nstats);

Calculates distribution of heights in a rectangular part of data field.

data_field : A data field.
mask : Mask of values to take values into account, or NULL for full data_field. Values equal to 0.0 and below cause corresponding data_field samples to be ignored, values equal to 1.0 and above cause inclusion of corresponding data_field samples. The behaviour for values inside (0.0, 1.0) is undefined (it may be specified in the future).
target_line : A data line to store the distribution to. It will be resampled to requested width.
col : Upper-left column coordinate.
row : Upper-left row coordinate.
width : Area width (number of columns).
height : Area height (number of rows).
nstats : The number of samples to take on the distribution function. If nonpositive, a suitable resolution is determined automatically.

gwy_data_field_dh ()

void        gwy_data_field_dh               (GwyDataField *data_field,
                                             GwyDataLine *target_line,
                                             gint nstats);

Calculates distribution of heights in a data field.

data_field : A data field.
target_line : A data line to store the distribution to. It will be resampled to requested width.
nstats : The number of samples to take on the distribution function. If nonpositive, a suitable resolution is determined automatically.

gwy_data_field_area_cdh ()

void        gwy_data_field_area_cdh         (GwyDataField *data_field,
                                             GwyDataField *mask,
                                             GwyDataLine *target_line,
                                             gint col,
                                             gint row,
                                             gint width,
                                             gint height,
                                             gint nstats);

Calculates cumulative distribution of heights in a rectangular part of data field.

data_field : A data field.
mask : Mask of values to take values into account, or NULL for full data_field. Values equal to 0.0 and below cause corresponding data_field samples to be ignored, values equal to 1.0 and above cause inclusion of corresponding data_field samples. The behaviour for values inside (0.0, 1.0) is undefined (it may be specified in the future).
target_line : A data line to store the distribution to. It will be resampled to requested width.
col : Upper-left column coordinate.
row : Upper-left row coordinate.
width : Area width (number of columns).
height : Area height (number of rows).
nstats : The number of samples to take on the distribution function. If nonpositive, a suitable resolution is determined automatically.

gwy_data_field_cdh ()

void        gwy_data_field_cdh              (GwyDataField *data_field,
                                             GwyDataLine *target_line,
                                             gint nstats);

Calculates cumulative distribution of heights in a data field.

data_field : A data field.
target_line : A data line to store the distribution to. It will be resampled to requested width.
nstats : The number of samples to take on the distribution function. If nonpositive, a suitable resolution is determined automatically.

gwy_data_field_area_da ()

void        gwy_data_field_area_da          (GwyDataField *data_field,
                                             GwyDataLine *target_line,
                                             gint col,
                                             gint row,
                                             gint width,
                                             gint height,
                                             GwyOrientation orientation,
                                             gint nstats);

Calculates distribution of slopes in a rectangular part of data field.

data_field : A data field.
target_line : A data line to store the distribution to. It will be resampled to requested width.
col : Upper-left column coordinate.
row : Upper-left row coordinate.
width : Area width (number of columns).
height : Area height (number of rows).
orientation : Orientation to compute the slope distribution in.
nstats : The number of samples to take on the distribution function. If nonpositive, a suitable resolution is determined automatically.

gwy_data_field_da ()

void        gwy_data_field_da               (GwyDataField *data_field,
                                             GwyDataLine *target_line,
                                             GwyOrientation orientation,
                                             gint nstats);

Calculates distribution of slopes in a data field.

data_field : A data field.
target_line : A data line to store the distribution to. It will be resampled to requested width.
orientation : Orientation to compute the slope distribution in.
nstats : The number of samples to take on the distribution function. If nonpositive, a suitable resolution is determined automatically.

gwy_data_field_area_cda ()

void        gwy_data_field_area_cda         (GwyDataField *data_field,
                                             GwyDataLine *target_line,
                                             gint col,
                                             gint row,
                                             gint width,
                                             gint height,
                                             GwyOrientation orientation,
                                             gint nstats);

Calculates cumulative distribution of slopes in a rectangular part of data field.

data_field : A data field.
target_line : A data line to store the distribution to. It will be resampled to requested width.
col : Upper-left column coordinate.
row : Upper-left row coordinate.
width : Area width (number of columns).
height : Area height (number of rows).
orientation : Orientation to compute the slope distribution in.
nstats : The number of samples to take on the distribution function. If nonpositive, a suitable resolution is determined automatically.

gwy_data_field_cda ()

void        gwy_data_field_cda              (GwyDataField *data_field,
                                             GwyDataLine *target_line,
                                             GwyOrientation orientation,
                                             gint nstats);

Calculates cumulative distribution of slopes in a data field.

data_field : A data field.
target_line : A data line to store the distribution to. It will be resampled to requested width.
orientation : Orientation to compute the slope distribution in.
nstats : The number of samples to take on the distribution function. If nonpositive, a suitable resolution is determined automatically.

gwy_data_field_area_acf ()

void        gwy_data_field_area_acf         (GwyDataField *data_field,
                                             GwyDataLine *target_line,
                                             gint col,
                                             gint row,
                                             gint width,
                                             gint height,
                                             GwyOrientation orientation,
                                             GwyInterpolationType interpolation,
                                             gint nstats);

Calculates one-dimensional autocorrelation function of a rectangular part of a data field.

data_field : A data field.
target_line : A data line to store the distribution to. It will be resampled to requested width.
col : Upper-left column coordinate.
row : Upper-left row coordinate.
width : Area width (number of columns).
height : Area height (number of rows).
orientation : Orientation of lines (ACF is simply averaged over the other orientation).
interpolation : Interpolation to use when nstats is given and requires resampling.
nstats : The number of samples to take on the distribution function. If nonpositive, width (height) is used.

gwy_data_field_acf ()

void        gwy_data_field_acf              (GwyDataField *data_field,
                                             GwyDataLine *target_line,
                                             GwyOrientation orientation,
                                             GwyInterpolationType interpolation,
                                             gint nstats);

Calculates one-dimensional autocorrelation function of a data field.

data_field : A data field.
target_line : A data line to store the distribution to. It will be resampled to requested width.
orientation : Orientation of lines (ACF is simply averaged over the other orientation).
interpolation : Interpolation to use when nstats is given and requires resampling.
nstats : The number of samples to take on the distribution function. If nonpositive, data field width (height) is used.

gwy_data_field_area_hhcf ()

void        gwy_data_field_area_hhcf        (GwyDataField *data_field,
                                             GwyDataLine *target_line,
                                             gint col,
                                             gint row,
                                             gint width,
                                             gint height,
                                             GwyOrientation orientation,
                                             GwyInterpolationType interpolation,
                                             gint nstats);

Calculates one-dimensional autocorrelation function of a rectangular part of a data field.

data_field : A data field.
target_line : A data line to store the distribution to. It will be resampled to requested width.
col : Upper-left column coordinate.
row : Upper-left row coordinate.
width : Area width (number of columns).
height : Area height (number of rows).
orientation : Orientation of lines (HHCF is simply averaged over the other orientation).
interpolation : Interpolation to use when nstats is given and requires resampling.
nstats : The number of samples to take on the distribution function. If nonpositive, width (height) is used.

gwy_data_field_hhcf ()

void        gwy_data_field_hhcf             (GwyDataField *data_field,
                                             GwyDataLine *target_line,
                                             GwyOrientation orientation,
                                             GwyInterpolationType interpolation,
                                             gint nstats);

Calculates one-dimensional autocorrelation function of a data field.

data_field : A data field.
target_line : A data line to store the distribution to. It will be resampled to requested width.
orientation : Orientation of lines (HHCF is simply averaged over the other orientation).
interpolation : Interpolation to use when nstats is given and requires resampling.
nstats : The number of samples to take on the distribution function. If nonpositive, data field width (height) is used.

gwy_data_field_area_psdf ()

void        gwy_data_field_area_psdf        (GwyDataField *data_field,
                                             GwyDataLine *target_line,
                                             gint col,
                                             gint row,
                                             gint width,
                                             gint height,
                                             GwyOrientation orientation,
                                             GwyInterpolationType interpolation,
                                             GwyWindowingType windowing,
                                             gint nstats);

Calculates one-dimensional power spectrum density function of a rectangular part of a data field.

data_field : A data field.
target_line : A data line to store the distribution to. It will be resampled to requested width.
col : Upper-left column coordinate.
row : Upper-left row coordinate.
width : Area width (number of columns).
height : Area height (number of rows).
orientation : Orientation of lines (PSDF is simply averaged over the other orientation).
interpolation : Interpolation to use when nstats is given and requires resampling (and possibly in FFT too).
windowing : Windowing type to use.
nstats : The number of samples to take on the distribution function. If nonpositive, data field width (height) is used.

gwy_data_field_psdf ()

void        gwy_data_field_psdf             (GwyDataField *data_field,
                                             GwyDataLine *target_line,
                                             GwyOrientation orientation,
                                             GwyInterpolationType interpolation,
                                             GwyWindowingType windowing,
                                             gint nstats);

Calculates one-dimensional power spectrum density function of a rectangular part of a data field.

data_field : A data field.
target_line : A data line to store the distribution to. It will be resampled to requested width.
orientation : Orientation of lines (PSDF is simply averaged over the other orientation).
interpolation : Interpolation to use when nstats is given and requires resampling (and possibly in FFT too).
windowing : Windowing type to use.
nstats : The number of samples to take on the distribution function. If nonpositive, data field width (height) is used.

gwy_data_field_area_minkowski_volume ()

void        gwy_data_field_area_minkowski_volume
                                            (GwyDataField *data_field,
                                             GwyDataLine *target_line,
                                             gint col,
                                             gint row,
                                             gint width,
                                             gint height,
                                             gint nstats);

Calculates Minkowski volume functional of a rectangular part of a data field.

Volume functional is calculated as the number of values above each threshold value (,white pixels`) divided by the total number of samples in the area. Is it's equivalent to 1-CDH.

data_field : A data field.
target_line : A data line to store the distribution to. It will be resampled to requested width.
col : Upper-left column coordinate.
row : Upper-left row coordinate.
width : Area width (number of columns).
height : Area height (number of rows).
nstats : The number of samples to take on the distribution function. If nonpositive, a suitable resolution is determined automatically.

gwy_data_field_minkowski_volume ()

void        gwy_data_field_minkowski_volume (GwyDataField *data_field,
                                             GwyDataLine *target_line,
                                             gint nstats);

Calculates Minkowski volume functional of a data field.

See gwy_data_field_area_minkowski_volume() for details.

data_field : A data field.
target_line : A data line to store the distribution to. It will be resampled to requested width.
nstats : The number of samples to take on the distribution function. If nonpositive, a suitable resolution is determined automatically.

gwy_data_field_area_minkowski_boundary ()

void        gwy_data_field_area_minkowski_boundary
                                            (GwyDataField *data_field,
                                             GwyDataLine *target_line,
                                             gint col,
                                             gint row,
                                             gint width,
                                             gint height,
                                             gint nstats);

Calculates Minkowski boundary functional of a rectangular part of a data field.

Boundary functional is calculated as the number of boundaries for each threshold value (the number of pixel sides where of neighouring pixels is ,white` and the other ,black`) divided by the total number of samples in the area.

data_field : A data field.
target_line : A data line to store the distribution to. It will be resampled to requested width.
col : Upper-left column coordinate.
row : Upper-left row coordinate.
width : Area width (number of columns).
height : Area height (number of rows).
nstats : The number of samples to take on the distribution function. If nonpositive, a suitable resolution is determined automatically.

gwy_data_field_minkowski_boundary ()

void        gwy_data_field_minkowski_boundary
                                            (GwyDataField *data_field,
                                             GwyDataLine *target_line,
                                             gint nstats);

Calculates Minkowski boundary functional of a data field.

See gwy_data_field_area_minkowski_boundary() for details.

data_field : A data field.
target_line : A data line to store the distribution to. It will be resampled to requested width.
nstats : The number of samples to take on the distribution function. If nonpositive, a suitable resolution is determined automatically.

gwy_data_field_area_minkowski_euler ()

void        gwy_data_field_area_minkowski_euler
                                            (GwyDataField *data_field,
                                             GwyDataLine *target_line,
                                             gint col,
                                             gint row,
                                             gint width,
                                             gint height,
                                             gint nstats);

Calculates Minkowski connectivity functional (Euler characteristics) of a rectangular part of a data field.

Connectivity functional is calculated as the number connected areas of pixels above threhsold (,white`) minus the number of connected areas of pixels below threhsold (,black`) for each threshold value, divided by the total number of samples in the area.

data_field : A data field.
target_line : A data line to store the distribution to. It will be resampled to requested width.
col : Upper-left column coordinate.
row : Upper-left row coordinate.
width : Area width (number of columns).
height : Area height (number of rows).
nstats : The number of samples to take on the distribution function. If nonpositive, a suitable resolution is determined automatically.

gwy_data_field_minkowski_euler ()

void        gwy_data_field_minkowski_euler  (GwyDataField *data_field,
                                             GwyDataLine *target_line,
                                             gint nstats);

Calculates Minkowski connectivity functional (Euler characteristics) of a data field.

See gwy_data_field_area_minkowski_euler() for details.

data_field : A data field.
target_line : A data line to store the distribution to. It will be resampled to requested width.
nstats : The number of samples to take on the distribution function. If nonpositive, a suitable resolution is determined automatically.

gwy_data_field_slope_distribution ()

void        gwy_data_field_slope_distribution
                                            (GwyDataField *data_field,
                                             GwyDataLine *derdist,
                                             gint kernel_size);

Computes angular slope distribution.

data_field : A data field.
derdist : A data line to fill with angular slope distribution. Its resolution determines resolution of the distribution.
kernel_size : If positive, local plane fitting will be used for slope computation; if nonpositive, plain central derivations will be used.

gwy_data_field_get_normal_coeffs ()

void        gwy_data_field_get_normal_coeffs
                                            (GwyDataField *data_field,
                                             gdouble *nx,
                                             gdouble *ny,
                                             gdouble *nz,
                                             gboolean normalize1);

Computes average normal vector of a data field.

data_field : A data field.
nx : Where x-component of average normal vector should be stored, or NULL.
ny : Where y-component of average normal vector should be stored, or NULL.
nz : Where z-component of average normal vector should be stored, or NULL.
normalize1 : true to normalize the normal vector to 1, false to normalize the vector so that z-component is 1.

gwy_data_field_area_get_normal_coeffs ()

void        gwy_data_field_area_get_normal_coeffs
                                            (GwyDataField *data_field,
                                             gint col,
                                             gint row,
                                             gint width,
                                             gint height,
                                             gdouble *nx,
                                             gdouble *ny,
                                             gdouble *nz,
                                             gboolean normalize1);

Computes average normal vector of an area of a data field.

data_field : A data field.
col : Upper-left column coordinate.
row : Upper-left row coordinate.
width : Area width (number of columns).
height : Area height (number of rows).
nx : Where x-component of average normal vector should be stored, or NULL.
ny : Where y-component of average normal vector should be stored, or NULL.
nz : Where z-component of average normal vector should be stored, or NULL.
normalize1 : true to normalize the normal vector to 1, false to normalize the vector so that z-component is 1.

gwy_data_field_area_get_inclination ()

void        gwy_data_field_area_get_inclination
                                            (GwyDataField *data_field,
                                             gint col,
                                             gint row,
                                             gint width,
                                             gint height,
                                             gdouble *theta,
                                             gdouble *phi);

Calculates the inclination of the image (polar and azimuth angle).

data_field : A data field.
col : Upper-left column coordinate.
row : Upper-left row coordinate.
width : Area width (number of columns).
height : Area height (number of rows).
theta : Where theta angle (in radians) should be stored, or NULL.
phi : Where phi angle (in radians) should be stored, or NULL.

gwy_data_field_get_inclination ()

void        gwy_data_field_get_inclination  (GwyDataField *data_field,
                                             gdouble *theta,
                                             gdouble *phi);

Calculates the inclination of the image (polar and azimuth angle).

data_field : A data field.
theta : Where theta angle (in radians) should be stored, or NULL.
phi : Where phi angle (in radians) should be stored, or NULL.