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Another method, called dither<strong>in</strong>g, is used to improve image display with a small amount of<br />

colors available. Dither<strong>in</strong>g creates additional colors and shades from an exist<strong>in</strong>g palette by <strong>in</strong>terspers<strong>in</strong>g<br />

pixels of different colors, as colors cannot be mixed directly like <strong>in</strong> pa<strong>in</strong>t<strong>in</strong>g. The<br />

different colors can either be distributed randomly or regularly. The higher the resolution of the<br />

display, the smoother the dithered color will appear to the eye.<br />

2.3 Colors<br />

If we had a controlled color system <strong>in</strong> which a color could be specified and would be displayed<br />

on all devices <strong>in</strong> the same way we would not have to care about color. Unfortunately this is not<br />

the case. Color will be different everywhere: on the screen, <strong>in</strong> pr<strong>in</strong>t, and when scann<strong>in</strong>g.<br />

Monitors, pr<strong>in</strong>ters, scanners, exposers, etc. have different characteristics. But let us start at the<br />

beg<strong>in</strong>n<strong>in</strong>g.<br />

Colored images on the computer screen are generated us<strong>in</strong>g a red, green, and blue (RGB)<br />

component. Due to this it is straight forward to store colors <strong>in</strong> this so called RGB system. If x<br />

is the number of pixels used per pixel, usually x/3 bits per pixel are used for each of the components.<br />

If x/3 is not an <strong>in</strong>teger, some colors are assigned more bits than the others. For <strong>in</strong>put<br />

the RGB system is also very convenient as charged coupled device (CCD) chips are commonly<br />

used with RGB filters. CCD chips are present <strong>in</strong> video cameras, digital cameras, and nners. sca<br />

Unfortunately this is different for pr<strong>in</strong>t<strong>in</strong>g applications because these use a subtractive color<br />

representation, whereas RGB is additive. Additive means that white is represented by the tuple<br />

conta<strong>in</strong><strong>in</strong>g the highest available values and black is represented by (0, 0, 0). In pr<strong>in</strong>t<strong>in</strong>g it is<br />

exactly the other way round, there the tuple (0, 0, 0, (0)) for the Cyan, Magenta, Yellow,<br />

(Black) (CMY(K)) represents pla<strong>in</strong> white.<br />

There are other color systems that represent colors, for example, with Hue, Saturation, Brightness<br />

(HSB), or Hue, Saturation, Value (HSV) for human convenience, and many others. Very<br />

important are the systems of the Commission Internationale de l'Eclairage (CIE), for example<br />

CIE L*a*b and CIE x*y*z that are based on an analysis of the human visual system. They allow<br />

exact specifications of colors, whereas RGB or CMYK do not. Unfortunately the color<br />

systems cannot directly be mapped to each other. There are colors, e.g. <strong>in</strong> CMYK, that cannot<br />

be represented <strong>in</strong> RGB (and vice versa). This implies that an image <strong>in</strong> pr<strong>in</strong>t may look different<br />

from the RGB image on the screen. However, even a CMYK image on the screen may look<br />

different to the same CMYK image <strong>in</strong> pr<strong>in</strong>t as different devices have different capabilities to<br />

represent colors.<br />

And it is even worse.<br />

Note: Two monitors may display the same image us<strong>in</strong>g the same color system<br />

and it may look completely different.<br />

This may be due to the gamma values and the different colors of white (white po<strong>in</strong>t) and red,<br />

green and blue (chromacities). There are other m<strong>in</strong>or factors as well.<br />

A non l<strong>in</strong>ear correction has to be applied when display<strong>in</strong>g images, because the brightness<br />

produced by Cathode Ray Tubes (CRTs) is not proportional to the voltage, but to the<br />

voltage gamma . Different monitors have different gamma values. To get the gamma values of a<br />

device, dithered colors (RGB) can be contrasted with not dithered colors. The gamma value<br />

can be determ<strong>in</strong>ed by compar<strong>in</strong>g them. For example, if a not dithered color looks as the same<br />

color dithered, the monitor's gamma has been corrected to a gamma value of one. To do<br />

gamma adjustment for a value not equal to one a precorrected test image may be used.<br />

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