edges: Image Processing

In adimpro: Adaptive Smoothing of Digital Images

Image Processing

Description

Edge detection using Laplacian, Sobel, or Robert Cross filter.

Usage

edges(img, type = "Laplacian", ltype=1, abs=FALSE)

Arguments

img	an object of class "adimpro".
type	type of edges detection filter. "Laplacian" (default), "Sobel" , or "Robertcross".
ltype	type of laplacian filter. 1,2,3, or 4
abs	take absolute values of results. This has only an effect for tyoe="Laplacian"

Details

This function applies the Laplacian, Sobel, or Robert Cross filter to the input image img. The filter is applied to each color channel separately. ltype determines the different matrices for Laplacian filter used in the literature. ltype == 1 will use:

conv <- matrix(c(-1,-1,-1,-1,-1, -1,-1,-1,-1,-1, -1,-1,24,-1,-1, -1,-1,-1,-1,-1, -1,-1,-1,-1,-1),5,5)

ltype == 2 will use:

conv <- matrix(c(0,-1,0,-1,4,-1,0,-1,0), 3, 3)

ltype == 3 will use:

conv <- matrix(c(-1,-1,-1,-1,8,-1,-1,-1,-1), 3, 3)

ltype == 4 (default) will use:

conv <- matrix(c(1,-2,1,-2,4,-2,1,-2,1), 3, 3)

Value

Array containing the values for the edge detector in each pixel and color channel.

Author(s)

Karsten Tabelow [e-mail] and Joerg Polzehl [e-mail]

References

Gonzalez, R.C., and Woods, R.E. (2002). Digital Image Processing. Prentice Hall.

Examples

## Not run: demo(manipulate)
## Not run: demo(awspimage)

adimpro documentation built on Sept. 30, 2024, 9:17 a.m.