Calculates the Laplacian of an Image

laplacian calculates the Laplacian of the source image by adding up the second x and y derivatives calculated using the Sobel operator.

Usage

laplacian(image, k_size = 5, scale = 1, target = "new", in_place = NULL)

Arguments

image

An Image object.

k_size

The half-size in pixels of the kernel (default: 5).

scale

The scale factor for the computed Laplacian values (default: 1).

target

The location where the results should be stored. It can take 3 values:

"new":

a new Image object is created and the results are stored inside (the default).

"self":

the results are stored back into image (faster but destructive).

An Image object:

the results are stored in another existing Image object. This is fast and will not replace the content of image but will replace that of target. Note that if target does not have the same dimensions, number of channels, and bit depth as image, an error may be thrown.

in_place

Deprecated. Use target instead.

Value

If target="new", the function returns an Image object. If target="self", the function returns nothing and modifies image in place. If target is an Image object, the function returns nothing and modifies that Image object in place.

See also

Image, sobel

Author

Simon Garnier, garnier@njit.edu

Examples

balloon <- image(system.file("sample_img/balloon1.png", package = "Rvision"))
balloon_laplacian <- laplacian(balloon, 5)