bundles / skimage 0.26.1rc0.dev0+git20260530.b607368ff / skimage / transform / pyramids / pyramid_expand
function
skimage.transform.pyramids:pyramid_expand
source: /dev/scikit-image/src/skimage/transform/pyramids.py :114
Signature
def pyramid_expand ( image , upscale = 2 , sigma = None , order = 1 , mode = reflect , cval = 0 , preserve_range = False , * , channel_axis = None ) Summary
Upsample and then smooth image.
Parameters
image: ndarrayInput image.
upscale: float, optionalUpscale factor.
sigma: float, optionalSigma for Gaussian filter. Default is
2 * upscale / 6.0which corresponds to a filter mask twice the size of the scale factor that covers more than 99% of the Gaussian distribution.order: int, optionalOrder of splines used in interpolation of upsampling. See skimage.transform.warp for detail.
mode: {'reflect', 'constant', 'edge', 'symmetric', 'wrap'}, optionalThe mode parameter determines how the array borders are handled, where cval is the value when mode is equal to 'constant'.
cval: float, optionalValue to fill past edges of input if mode is 'constant'.
preserve_range: bool, optionalWhether to keep the original range of values. Otherwise, the input image is converted according to the conventions of img_as_float. Also see https://scikit-image.org/docs/dev/user_guide/data_types.html
channel_axis: int or None, optionalIf None, the image is assumed to be a grayscale (single channel) image. Otherwise, this parameter indicates which axis of the array corresponds to channels.
Returns
out: arrayUpsampled and smoothed float image.
Aliases
-
skimage.transform.pyramid_expand