Concept

Loop closure — where it appears

Recognising that a later picture in a sequence sees what an earlier one saw, and adding those shared points to the adjustment. It gives the cameras near the join a short route back to the start; it fixes directions there and cannot fix a scale carried round the loop.

Named by 5 essays across one field — each of them below, with the objects they name alongside it.

02004005101520camera round the loopcamera-centre standard deviation from the start (mm)left openclosedlast camera ×6.5 better · worst 20 % better24 cameras · marks read to 1 px

Closing a loop mends its ends

Twenty-four cameras walked once round a ring of walls, every mark read to a pixel. Recognising the twenty-two points seen at both ends makes the last camera six and a half times better placed relative to the first — and the worst camera, across the ring, only a fifth better. A closure mends the ends of a walk and barely touches its far side.

manyviews · Drift
start, heldworst: 86 along, 64 acrossellipses ×12 · worst camera 112 mmloop closed

A loop's far side is a length

The worst camera on a closed loop of twenty-four is 411 mm from certain along the line from the start and 64 mm across it. A picture taken across the ring from the start tripod measures directions and moves the worst camera from 418 mm to 405. One distance measured across the ring to 10 mm moves it to 74, and a four-metre length measured on the start wall to 112. What the far side of a loop lacks is not a connection but a length.

manyviews · Drift
0.050.10.250.51240200400length of the scale bar at the start (m, log scale)worst camera, along the line from the start (mm)open walkloop closedopen, no barclosed, no bara scale bar at the start, measured to 0.1 mmopen: flat from 0.5 m

A scale bar is worth its ends, not its tape

A length measured at the start of a walk round a ring pins the walk's scale — but only to the precision with which the pictures place the length's two ends, 3.4 mm here, whatever the tape says. Measured to a thirtieth of a millimetre or to three millimetres, a one-metre bar leaves the worst camera at the same 89 mm. So a short length is not a long one measured well: a bar under about 13 cm tells the walk less about its scale than the walk already knows. And on an open walk no length at the start does better than 214 mm, because what is left there is drift, not scale.

manyviews · Drift
01002003004000123gap between two 25 cm bars stood on one wall (m)worst camera, along the line from the start (mm)two short barsone bar over the spanno barone short bartwo 25 cm bars on end, measured to 0.1 mm, gap unmeasuredloop closed

Two short bars are not one long one

A long scale bar is awkward to carry, so the natural substitute is two short ones set far apart on the same wall. It does not work. Two 25 cm bars 3.5 metres apart leave the worst camera of a closed walk at 219 mm; one bar over the same span leaves it at 72. The gap between the bars is read by the pictures like any other distance, so it carries no scale — and the same holds for a long length measured as separate pieces. What does work is a tape read at every mark: pieces that share their ends add up to the whole, and pieces that do not, do not.

manyviews · Drift
02004002610141822the wall the 1 m bar is laid on, by the camera that faces itworst camera, along the line from the start (mm)open walk, one barloop closed, one baropen, no barclosed, no bara 1 m bar measured to 0.1 mm, moved round the ringflat: the bar fixes one scale

A length fixes the scale where it lies, and the worst camera nowhere

Move one measured metre round a ring of twenty-four cameras and the worst camera hardly notices: 199 to 225 millimetres on the open walk, 80 to 103 on the closed loop, wherever the bar lies. What moves is the scale. On the open walk a length is known to 0.41 per cent beside the bar and 1.58 per cent twenty walls away, and no longer bar at the start brings the far end below 1.53. A survey that must measure lengths everywhere on an open walk needs its references spread along it; one that closes its loop can put a single reference anywhere.

manyviews · Drift

Named alongside it

The objects these essays reach for when they reach for this one.

bundle adjustmentCovarianceDriftgauge freedomControl pointscale ambiguityReference lengthcamera track

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