# 14.2 `imageop` -- Manipulate raw image data

The `imageop` module contains some useful operations on images. It operates on images consisting of 8 or 32 bit pixels stored in Python strings. This is the same format as used by `gl.lrectwrite()` and the `imgfile` module.

The module defines the following variables and functions:

`error`
  This exception is raised on all errors, such as unknown number of bits per pixel, etc.

`crop` (image, psize, width, height, x0, y0, x1, y1)
  Return the selected part of image, which should by width by height in size and consist of pixels of psize bytes. x0, y0, x1 and y1 are like the `gl.lrectread()` parameters, i.e. the boundary is included in the new image. The new boundaries need not be inside the picture. Pixels that fall outside the old image will have their value set to zero. If x0 is bigger than x1 the new image is mirrored. The same holds for the y coordinates.

`scale` (image, psize, width, height, newwidth, newheight)
  Return image scaled to size newwidth by newheight. No interpolation is done, scaling is done by simple-minded pixel duplication or removal. Therefore, computer-generated images or dithered images will not look nice after scaling.

`tovideo` (image, psize, width, height)
  Run a vertical low-pass filter over an image. It does so by computing each destination pixel as the average of two vertically-aligned source pixels. The main use of this routine is to forestall excessive flicker if the image is displayed on a video device that uses interlacing, hence the name.

`grey2mono` (image, width, height, threshold)
  Convert a 8-bit deep greyscale image to a 1-bit deep image by tresholding all the pixels. The resulting image is tightly packed and is probably only useful as an argument to `mono2grey()`.

`dither2mono` (image, width, height)
  Convert an 8-bit greyscale image to a 1-bit monochrome image using a (simple-minded) dithering algorithm.

`mono2grey` (image, width, height, p0, p1)
  Convert a 1-bit monochrome image to an 8 bit greyscale or color image. All pixels that are zero-valued on input get value p0 on output and all one-value input pixels get value p1 on output. To convert a monochrome black-and-white image to greyscale pass the values `0` and `255` respectively.

`grey2grey4` (image, width, height)
  Convert an 8-bit greyscale image to a 4-bit greyscale image without dithering.

`grey2grey2` (image, width, height)
  Convert an 8-bit greyscale image to a 2-bit greyscale image without dithering.

`dither2grey2` (image, width, height)
  Convert an 8-bit greyscale image to a 2-bit greyscale image with dithering. As for `dither2mono()`, the dithering algorithm is currently very simple.

`grey42grey` (image, width, height)
  Convert a 4-bit greyscale image to an 8-bit greyscale image.

`grey22grey` (image, width, height)
  Convert a 2-bit greyscale image to an 8-bit greyscale image.