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Saturation (color theory)

 

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Saturation (color theory)



 
 
In colorimetry
Colorimetry

Colorimetrycan refer to:* the quantitative study of color perception. It is similar to spectrophotometry, but may be distinguished by its interest in reducing spectra to tristimulus values, from which the perception of color derives....
 and color theory
Color theory

In the visual arts, color theory is a body of practical guidance to color mixing and the visual impact of specific color combinations. Although color theory principles first appear in the writings of Leone Battista Alberti and the notebooks of Leonardo da Vinci , a tradition of "colory theory" begins in the 18th century, initially within a...
, colorfulness, chroma, and saturation are related but distinct concepts referring to the perceived intensity of a specific color
Color

Color or colour is the visual perception property corresponding in humans to the categories called red, yellow, blue and others....
. Colorfulness is the difference between a color against gray
Grey

Grey or gray describes the tints and shades ranging from black to white. These, including white and black, are known as achromatic colors or neutral colors....
. Chroma is the difference of a color against the brightness
Brightness

Brightness is an attribute of visual perception in which a source appears to be radiating or reflecting light. In other words, brightness is the perception elicited by the luminance of a visual target....
 of another color which appears white under similar viewing conditions. Saturation is the difference of a color against its own brightness.






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In colorimetry
Colorimetry

Colorimetrycan refer to:* the quantitative study of color perception. It is similar to spectrophotometry, but may be distinguished by its interest in reducing spectra to tristimulus values, from which the perception of color derives....
 and color theory
Color theory

In the visual arts, color theory is a body of practical guidance to color mixing and the visual impact of specific color combinations. Although color theory principles first appear in the writings of Leone Battista Alberti and the notebooks of Leonardo da Vinci , a tradition of "colory theory" begins in the 18th century, initially within a...
, colorfulness, chroma, and saturation are related but distinct concepts referring to the perceived intensity of a specific color
Color

Color or colour is the visual perception property corresponding in humans to the categories called red, yellow, blue and others....
. Colorfulness is the difference between a color against gray
Grey

Grey or gray describes the tints and shades ranging from black to white. These, including white and black, are known as achromatic colors or neutral colors....
. Chroma is the difference of a color against the brightness
Brightness

Brightness is an attribute of visual perception in which a source appears to be radiating or reflecting light. In other words, brightness is the perception elicited by the luminance of a visual target....
 of another color which appears white under similar viewing conditions. Saturation is the difference of a color against its own brightness. Though this general concept is intuitive, terms such as chroma, saturation, purity, and intensity are often used without great precision, and even when well-defined depend greatly on the specific color model in use.

A highly colorful stimulus is vivid and intense, while a less colorful stimulus appears more muted, closer to gray. With no colorfulness at all, a color is a “neutral” gray (an image with no colorfulness in any of its colors is called grayscale
Grayscale

In photography and computing, a grayscale or greyscale digital image is an image in which the value of each pixel is a single sample , that is, it carries only intensity information....
). With three attributes—colorfulness (or chroma or saturation), lightness
Lightness (color)

Lightness is a property of a color, or a dimension of a color space, that is defined in a way to reflect the subjective brightness perception of a color for humans....
 (or brightness), and hue
Hue

Hue is one of the main properties of a color described with names such as "red", "yellow", etc. The two other main properties are lightness and colorfulness....
—any color can be described.

Saturation

Saturationdemo
Saturation is one of three coordinates in the HSL and HSV color space
Color space

A color model is an abstract mathematical model describing the way colors can be represented as tuples of numbers, typically as three or four values or color components ....
s. Note that virtually all computer software implementing these spaces use a very rough approximation to calculate the value they call "saturation", such as the formula described for HSV and this value has little, if anything, to do with the description shown here.

The saturation of a color is determined by a combination of light intensity and how much it is distributed across the spectrum of different wavelengths. The purest color is achieved by using just one wavelength at a high intensity, such as in laser light. If the intensity drops, so does the saturation. To desaturate a color in a subtractive
Subtractive color

A subtractive color model explains the mixing of paints, dyes, inks, and natural colorants to create a range of colors, where each such color is caused by the mixture absorbing some wavelengths of light and reflecting others....
 system (such as watercolor), you can add white
White

White is a color, the Color vision#Physiology of color perception which is evoked by light that stimulates all three types of color sensitive cone cells in the human eye in near equal amount and with high brightness compared to the surroundings....
, black
Black

Black is the color of objects that do not emit or reflection light in any part of the visible spectrum; they absorb all such frequencies of light....
, gray, or the hue's complement
Complementary color

Complementary colors are pairs of colors that are of ?opposite? hue in some color model. The exact hue ?complementary? to a given hue depends on the model in question, and perceptual uniformity, additive color, and subtractive color models, for example, have differing complements for any given color....
.

Various correlates of saturation follow.

CIELUV : The chroma normalized by the lightness:

where is the chromaticity of the white point, and chroma is defined below.

By analogy, in CIELAB this would yield:

The CIE has not formally recommended this equation since CIELAB has no chromaticity diagram, and this definition therefore lacks direct correlation with older concepts of saturation. Nevertheless, this equation provides a reasonable predictor of saturation, and demonstrates that adjusting the lightness in CIELAB while holding fixed does affect the saturation.

CIECAM02
CIECAM02

Published in 2002 by the CIE Technical Committee 8-01 , as of 2008 CIECAM02 is the most recent color appearance model ratified by the International Commission on Illumination, and the successor of CIECAM97s....
 : The square root of the colorfulness divided by the brightness:

This definition is inspired by experimental work done with the intention of remedying CIECAM97s's poor performance. It should be noted that M is proportional to the chroma C , thus the CIECAM02 definition bears some similarity to the CIELUV definition. An important difference is that the CIECAM02 model accounts for the viewing conditions through the parameter .

Excitation purity


The excitation purity (purity for short) of a stimulus is its difference from the illuminant's white point
White point

A white point is a set of tristimulus or chromaticity coordinates that serve to define the color "white" in image capture, encoding, or reproduction....
 relative to the furthest point on the chromaticity diagram with the same hue (dominant wavelength
Dominant wavelength

In color, the dominant wavelength and complementary wavelength are ways of describing non-spectral light mixtures in terms of the Color#Spectral versus non-spectral colors light that evokes an identical perception of hue....
 for monochromatic sources); using the CIE 1931 color space
CIE 1931 color space

In the study of the perception of color, one of the first mathematically defined color spaces was the CIE 1931 XYZ color space , created by the International Commission on Illumination in 1931....
:

where is the chromaticity of the white point and is the point on the perimeter whose line segment to the white point contains the chromaticity of the stimulus. Different color spaces, such as CIELAB or CIELUV may be used, and will yield different results.

Chroma in CIE 1976 L*a*b* and L*u*v* color spaces


The naïve definition of saturation does not specify its response function. In the CIE XYZ and RGB color spaces, the saturation is defined in terms of additive color mixing, and has the property of being proportional to any scaling centered at white or the white point illuminant. However, both color spaces are nonlinear in terms of psychovisually perceived color difference
Color difference

The difference or distance between two colors is a metric of interest in color science. It allows people to quantify a notion that would otherwise be described with adjectives, to the detriment of anyone whose work is color critical....
s. It is also possible, and sometimes desirable to define a saturation-like quantity that is linearized in term of the psychovisual perception.

In the CIE 1976 L*a*b* and L*u*v* color spaces
Lab color space

A Lab color space is a opponent process space with dimension L for lightness and a and b for the color-opponent dimensions, based on nonlinearly-compressed CIE XYZ color space coordinates....
, the unnormalized chroma is the radial component of the cylindrical coordinate CIE L*C*h (lightness, chroma, hue) representation of the L*a*b* and L*u*v* color spaces, also denoted as CIE L*C*h(a*b*) or CIE L*C*h for short, and CIE L*C*h(u*v*). The transformation of to is given by:

and analogously for CIE L*C*h(u*v*).

The chroma in the CIE L*C*h(a*b*) and CIE L*C*h(u*v*) coordinates has the advantage of being more psychovisually linear, yet they are non-linear in terms of linear component color mixing. And therefore, chroma in CIE 1976 L*a*b* and L*u*v* color spaces is very much different from the traditional sense of "saturation".

Chroma in color appearance models


Another, psychovisually even more accurate, but also more complex method to obtain or specify the saturation is to use the color appearance model, like CIECAM. The chroma component of the LCh (lightness, chroma, hue) coordinate, and becomes a function of parameters like the chrominance and physical brightness of the illumination, or the characteristics of the emitting/reflecting surface, which is also psychovisually more sensible.