spatstat.geom (version 3.3-2)

by.im: Apply Function to Image Broken Down by Factor

Description

Splits a pixel image into sub-images and applies a function to each sub-image.

Usage

# S3 method for im
by(data, INDICES, FUN, ...)

Value

A list containing the results of each evaluation of FUN.

Arguments

data

A pixel image (object of class "im").

INDICES

Grouping variable. Either a tessellation (object of class "tess") or a factor-valued pixel image.

FUN

Function to be applied to each sub-image of data.

...

Extra arguments passed to FUN.

Author

Adrian Baddeley

and Rolf Turner

Details

This is a method for the generic function by for pixel images (class "im").

The pixel image data is first divided into sub-images according to INDICES. Then the function FUN is applied to each subset. The results of each computation are returned in a list.

The grouping variable INDICES may be either

• a tessellation (object of class "tess"). Each tile of the tessellation delineates a subset of the spatial domain.

• a pixel image (object of class "im") with factor values. The levels of the factor determine subsets of the spatial domain.

See Also

split.im, tess, im

Examples

  W <- square(1)
  X <- as.im(function(x,y){sqrt(x^2+y^2)}, W)
  Y <- dirichlet(runifrect(12, W))
  # mean pixel value in each subset
  unlist(by(X, Y, mean))
  # trimmed mean
  unlist(by(X, Y, mean, trim=0.05))