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DigitalVideoAndHDTVAlgorithmsAndInterfaces.pdf

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Schreiber, William F., Fundamentals<br />

of Electronic Imaging<br />

Systems, Third Edition (Berlin:<br />

Springer-Verlag, 1993).<br />

log ∆L<br />

L<br />

-0.8<br />

-1.0<br />

-1.2<br />

-1.4<br />

-1.6<br />

-1.8<br />

Luminance, log cd•m-2 -1 0 1 2 3 4<br />

Figure 19.4 Contrast sensitivity. This graph is redrawn, with permission, from Figure 3.4 of<br />

Schreiber’s Fundamentals of Electronic Imaging Systems. Over a range of intensities of about 300:1,<br />

the discrimination threshold of vision is approximately a constant ratio of luminance. The flat<br />

portion of the curve shows that the perceptual response to luminance – termed lightness – is<br />

approximately logarithmic.<br />

lg 100<br />

463<br />

≈463; 1. 01 ≈100<br />

lg 101 .<br />

NTSC documents from the early<br />

1950s used a contrast sensitivity<br />

of 2% and a contrast ratio of 30:1<br />

to derive 172 steps:<br />

lg 30<br />

lg 102 .<br />

172 =<br />

See Fink, Donald G., ed., Color<br />

Television Standards (New York:<br />

McGraw-Hill, 1955), p. 201.<br />

levels, Y and Y+∆Y. The experimenter presents stimuli<br />

having a wide range of test values with respect to the<br />

surround, that is, a wide range of Y/Y 0 values. At each<br />

test luminance, the experimenter presents to the<br />

observer a range of luminance increments with respect<br />

to the test stimulus, that is, a range of ∆Y /Y values.<br />

When this experiment is conducted, the relationship<br />

graphed in Figure 19.4 above is found: Plotting<br />

log(∆Y/Y) as a function of log Y reveals an interval of<br />

more than two decades of luminance over which the<br />

discrimination capability of vision is about 1% of the<br />

test luminance level. This leads to the conclusion that –<br />

for threshold discrimination of two adjacent patches of<br />

nearly identical luminance – the discrimination capability<br />

is very nearly logarithmic.<br />

The contrast sensitivity function begins to answer this<br />

question: What is the minimum number of discrete<br />

codes required to represent relative luminance over<br />

a particular range? In other words, what luminance<br />

codes can be thrown away without the observer<br />

noticing? On a linear luminance scale, to cover a 100:1<br />

range with an increment of 0.01 takes 10000 codes, or<br />

about 14 bits. If codes are spaced according to a ratio<br />

of 1.01, then only about 463 codes are required. This<br />

number of codes can be represented in 9 bits. (For<br />

video distribution, 8 bits suffice.)<br />

CHAPTER 19 PERCEPTION AND VISUAL ACUITY 199

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