Additional dimension color and visualization specific

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Unformatted text preview: er to 24-bit color values – Example: 8-bit buffer, 256-color lookup table – The set of displayable colors in the lookup table is often called the palette • Selection of palette from an image is known as color quantization Pseudocolor (Indexed Color) • Can use similar method for mapping grey level image to color Color and Visualization • Color can be used in information visualization to provide an additional dimension Color and Visualization • Specific color meanings: keep it limited • Color scales are hard to interpret – Heat scale is one that of the few that partially works • Limits of color reproduction can change the message Color Image Processing Processing RGB Planes • General approaches – Process RGB color planes separately • Simple • Not always meaningful thinking in RGB – Convert to HSI or other color space with explicit intensity component • Process the intensity component as you normally would • May process the saturation • Generally want to leave the hue alone in this model – Design transformation in intensity/chromaticity space, but implement through direct RGB manipulation Processing Other Components Color Transformations Color Transformations • Can change channels together to transform the intensities Color Histogram Equalization • Convert to HSI or similar space • Process – Histogram equalize the intensity plane – Increase the saturation – Leave the hue plane unchanged • Convert back to RGB for display Summary • Pick a color space that makes sense for your application • If the application is interactive, consider using HSI or other color space with explicit intensity/chromaticity • If you want to process intensities but keep hues the same, work (or at least think) in that kind of color space • Keep physical limitations in mind – Primaries, different color gamuts, etc. • There’s a lot more to color than RGB triplets! Color Balancing • Or you can change channels separately – Can emphasize or de-emphasize one or more channels Color Histogram Equalization...
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This document was uploaded on 03/15/2012.

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