GaussianDenoisingOptions

giant.image_processing.denoising:

class giant.image_processing.denoising.GaussianDenoisingOptions(size: tuple[int, int] = (5, 5), sigma_x: float = 0.0, sigma_y: float = 0.0, border_type: int = 4)[source]
Parameters:

  • size (tuple[int, int])

  • sigma_x (float)

  • sigma_y (float)

  • border_type (int)

size: tuple[int, int] = (5, 5)

Gaussian kernel size width, height.

Must both be positive and odd or 0 which implies they should be computed from sigma.

sigma_x: float = 0.0

Gaussian kernel standard deviation in x direction.

If both this and sigma_y are 0 then they are computed from the size.

sigma_y: float = 0.0

Guassian kernel standard deviation in y direction.

If 0 and sigma_x is not 0 then set to sigma_x. If both sigma_x and this are 0 then computed from the size.

border_type: int = 4

The pixel extrapolation method.

BORDER_WRAP is not supported.

property options_dict: Dict

Determine the options input to the dataclass.

This property method will ignore all internal properties and functions

Summary of Methods

apply_options

Update the options as attributes of the object class

local_vars

this is used to overwrite options in variables only used in __init__

override_options

This method is used for special cases when certain options should be overwritten