# 1.6. Compute with Images¶

Pictures on a computer are broken up into little bits called pixels, for picture (pix) elements (els). These are laid out on a grid, from left to right (the horizontal or x dimension) and top to bottom (the vertical or y dimension).

Figure 1: A grid with horizontal (x) and vertical (y) dimensions

Pixels are quite small. Even this small picture below has 180 columns and 240 rows of pixels:

Figure 2: Picture of an arch from Oxford, England

Each pixel has a color associated with it: An amount of red, an amount of green, and an amount of blue. The amount can be in the range of 0 to 255 where 0 is none of that color and 255 is the maximum amount of that color. A pixel is displayed using light, not paint, so it may work a bit differently than you might expect if you only have experience making colors by mixing paint. For example, you would mix blue and yellow paint to make green, but you mix red and green light to make yellow light. See http://www.webexhibits.org/causesofcolor/1BE.html for a procedure to try this out for yourself.

Figure 3: How lights combine to make colors

All image manipulations in Photoshop and all filters in Instagram or Hipstamatic are created through manipulating those red, green, and blue color components in each pixel.

Let’s remove the red from this picture. The program below does that.

There are lot of lines in the program below. Don’t worry if they don’t all make sense to you right now.

• Especially when we write programs to manipulate images, you can ignore many of the lines. Some read in a library to allow us to work with images, like `from image import *`. Others like `win = ImageWin(img.getWidth(),img.getHeight())` and `img.draw(win)` let us see the result.

• Words after the `#` are ignored by the computer. They are comments to human readers to help them understand a program.

The lines that are important are under the comments (lines that start with a `#`). Press the button to hear an audio explanation of the important lines. Press the button to run the program and show the changed image. Please note that processing all those pixels can take a few minutes.

Note

Discuss topics in this section with classmates.