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The human eye has receptors for three primary colors - red, green and
blue Ruston (1975). Thus, all color spaces have three
dimensions. There are several color spaces available, the most widely
known being RGB (Red-Green-Blue), HSV (Hue-Saturation-Value) and NTSC. NTSC is the color space used for
television broadcast in the United States, and the only space among the
above-mentioned ones that realizes a complete separation between the
luminance and the chrominance information. NTSC has this property
because when it was introduced, it had to separate the information
used by the monochrome TV receivers from the supplementary one used by
color receivers. Blinn (1993). The components
of the NTSC color space are Y (the luminance component), I (the
cyan-orange component), and Q (the green-purple component). There is a
link between I and Q and the more intuitive hue and saturation: components
I and Q have the property that, when modulated in quadrature in
respect to each other by the 3.58 MHz TV carrier wave and then summed,
they form a signal (chrominance) whose magnitude represents the color
saturation and whose phase represents the
hue Kuhn (1996).
Saturation and hue are directly present as
components of the HSV color space, and their meaning is more intuitive
than that of the NTSC I and Q axes, so why not use HSV instead then?
We must not not confuse between meaningfulness of the axes and
meaningfulness of the object represented using these axes: because the separation between the
luminance and chrominance information is not complete in HSV, those
parts of the luminance image that are dark are not colored
effectively and are rendered deep tones of gray, and ultimately a
black pixel in the V component of HSV results in a black spot in a final
image, thus not in the desired color. HSV images with the V
component given by the luminance, and the H and S by the chrominance,
will thus lack the ability to render fine detail, and the continuity
of the color field will be broken by the dark pixels. The meaning of
the dimensions of the HSV color space is easy to understand, but the
final target, an
image produced by taking the V component from one intensity image and
the H and S components from the second intensity image, is harder to
interpret than an image created in a similar manner using the NTSC
color space. The exact way of constructing such an image using the
NTSC color space is detailed in the next section.
Next: Creating the color image
Up: Vlad: Image display with
Previous: Introduction
Stanford Exploration Project
9/18/2001