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Blink-free photo calculator

Every person in a group photo is a chance for a blink. If each person is mid-blink for a small share of the time and blinks independently, the chance that everyone has their eyes open is the single-person chance raised to the power of the group size. This page turns a group size and a blink probability into the chance of a clean frame, the number of frames needed and a chart of the odds as the group grows.

Calculator

Chance one person has eyes open
95.0000%
Chance everyone has eyes open
59.8737%
Photos for one clean frame on average
1.670
Photos for a 95 percent chance
4
Chance of a blink-free frame by group size Bar chart. The data table follows. 0 0 5 23.75 10 47.5 15 71.25 20 95 People in the photo Chance everyone has eyes open (%)
Chance of a blink-free frame by group size data
SeriesPeople in the photoChance everyone has eyes open (%)
Everyone has eyes open195
Everyone has eyes open290.25
Everyone has eyes open385.73749999999998
Everyone has eyes open481.45062499999999
Everyone has eyes open577.37809374999998
Everyone has eyes open673.50918906249998
Everyone has eyes open769.83372960937497
Everyone has eyes open866.34204312890623
Everyone has eyes open963.02494097246091
Everyone has eyes open1059.873693923837855
Everyone has eyes open1156.880009227645964
Everyone has eyes open1254.03600876626366
Everyone has eyes open1351.33420832795048
Everyone has eyes open1448.76749791155295
Everyone has eyes open1546.329123015975306
Everyone has eyes open1644.012666865176534
Everyone has eyes open1741.812033521917705
Everyone has eyes open1839.72143184582182
Everyone has eyes open1937.73536025353073
Everyone has eyes open2035.848592240854195

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How this calculator works

A person blinks roughly fifteen to twenty times a minute, and each blink keeps the eyes closed for about a tenth to a fourth of a second. That means a person is mid-blink for a few percent of the time, more in harsh or dim light when the eyes narrow or water. Treating each person as independent, the chance that everyone has open eyes is the chance for one person raised to the power of the group size. Because that number falls exponentially, groups get much harder quickly: ten people at 95 percent each give only a 59.9 percent chance of a clean frame, so you need about two frames for one clean shot on average and four for a 95 percent chance.

Formula

chance one person is open = 1 - blink share. chance everyone is open = (1 - blink share)^people. photos for one clean frame on average = 1 / chance. photos for a 95 percent chance = ceil(ln(0.05) / ln(1 - chance)), because each frame must fail with probability 1 - chance.

Worked example

Ten people in good light each have a 5 percent chance of blinking, so the chance of a clean frame is 0.95 to the tenth power = 0.5987, or 59.87 percent. On average 1 / 0.5987 = 1.67 frames give one clean shot, and a 95 percent chance needs ceil(ln 0.05 / ln 0.4013) = 4 frames. In bad light the single-person figure falls to 0.90, so ten people give 0.3487 and need about 2.87 frames on average and 7 frames for 95 percent. A group of twenty in bad light has only a 12.16 percent chance per frame.

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Frequently asked questions

Where do the 5 and 10 percent figures come from?

They are a model, not a measurement of your group. A person blinking about every four seconds for a quarter of a second is mid-blink about 6 percent of the time, and good light allows longer open-eye periods. Harsh light, wind and tired eyes raise the figure, so the custom option lets you use your own estimate.

How do I improve the odds?

Take a burst and choose the frame where everyone is open, or ask the group to close their eyes, count to three and open them on three. A moment of surprise or a count that ends at an unexpected number also breaks the blink reflex.

Does the chart assume people blink independently?

Yes, and real groups do not. People often blink in response to the same flash or sound, so the true chance of an all-open frame is a little lower than independent blinks predict. The estimate is still useful for planning a burst.

Why does the chance fall so fast as I add people?

Each extra person multiplies the chance by the single-person figure again, so the exponent grows with the group size. That is why four people are far more than twice as hard as two.

Sources

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