Field

What survives

A projection destroys length, angle, area and the ratio of lengths. One quantity comes through untouched, and almost everything checkable about a picture is checked with it.
horizonABCDon the groundin the picturelength AB1.00011.3930ratio AB:CD0.56670.6837cross-ratio1.31681.3168correct from 26 cm, at 160 mm wide34° across

What a projection destroys

The cross-ratio as the invariant of projection, what is destroyed alongside it, and why a necessary condition is not a test.

horizon — the image of the line at infinityvanishing point at x = 1464 — off the framecorrect from 26 cm, at 160 mm wide34° across

Where parallel lines meet

Points at infinity, the horizon as the image of the line at infinity, and how a vanishing point is found from drawn lines rather than assumed.

recovered principal pointused to drawrecoveredgapfocal length853.90853.904e-15principal x345.0345.02e-12angle44.0°44.0°—correct from 20 cm, at 160 mm wide44° across

Recovering the camera from the picture it drew

Recovering focal length and principal point from three vanishing points, and what the round trip proves that a projection cannot.

centre of the ellipseimage of the centrecorrect from 22 cm, at 160 mm wideoffset 21.1 px

The circle whose centre moves

Why the image of a circle's centre differs from the centre of the image ellipse, how large the offset is, and what it means for drawing wheels, arches and cylinders.

an anchorcorrect from 19 cm, at 160 mm wideflat 1e-13 px · rolled 30.5 px

A projection of a projection

The composition of two projections through a plane is a projective map, the theorem that makes rectification legitimate, and the counter-case that shows what the flatness of the middle surface is doing.

the diagonals against a ruler, at 3.2 mthe diagonals — exactthe ruler — 22.7 px outcorrect from 23 cm, at 160 mm wideharmonic set -1.000000 · 8e-14 px

The diagonals find the middle

The complete-quadrangle construction as the one by-eye method that survives projection, with the harmonic set at cross-ratio −1.

three side intersections, collinear to 3e-13 pxcentrethree sides paired, three pointscollinear to 3e-13 px

Two triangles and the line nobody drew

Desargues' theorem checked over forty configurations, and read as the statement that makes shadow and reflection constructions close.

projectiveaffinemetricmidpointtwo equal sidesa right anglecross-ratioprojective———1.333333333affine0.500000——1.333333333metric0.5000001.00000090.000°1.333333333— means the stage does not determine it at allcross-ratio 1.333333 throughout

What one picture of a plane determines

The projective–affine–metric upgrade run as three measurements on one photograph, with the cross-ratio as the column that holds throughout.

horizonABCDany vertexon the groundin the picturelength AB1.00011.3930ratio AB:CD0.56670.6837cross-ratio1.31681.3168correct from 26 cm, at 160 mm wide34° across

Four lines have a cross-ratio

Projective duality made to do work — the cross-ratio of a pencil, measurable when the points themselves have left the picture.

centre of the ellipseimage of the centrepole of the horizon — 1e-13 px awaycorrect from 22 cm, at 160 mm widepole 1e-13 px from the truth

The centre, got back out of the picture

Recovering the image of a circle's centre by the pole–polar construction, exact where the ellipse's own centre is nine pixels wrong.

horizonv_zthe horizon misses the imaged circle, so the two points are a conjugate pairprotractor on the paper: 80.43° · cross-ratio: 90.000000°correct from 21 cm, at 160 mm wide42° across

An angle is a cross-ratio

Laguerre's formula reads a world angle out of a photograph as the cross-ratio of two lines with the two lines to the imaged circular points.

horizonthe horizon does not cut the circle — the pair is complexrectified from the two points aloneangles: 2.2e-13°ratios: 5.6e-15length: —circle of radius 1.05 ma dash is a quantity two points cannot buy

The two points a picture hides

The imaged circular points are the whole metric upgrade, and the rectification built from them alone recovers angles and ratios and prints a dash for length.

horizonprincipal pointv_zorthocentre: 812.7691 px · vᵀωu = 0: 812.7691 pxconjugacy residual 5.9e-10 in focal-length unitscorrect from 19 cm, at 160 mm wide46° across

One conic calibrates the camera

The image of the absolute conic is the same statement as the site's own focal recovery, and it supplies every plane's circular points at once.

centrefaint dots: before · solid: afterhomologyratio 2.4000

What a flat map leaves alone

The three classes of planar projectivity — general, homology and elation — read out of the eigen-decomposition, with the repeated root that comes back to half precision.

constructionfixed structurea shadow, ground to floorhomology · ratio 0.6719a floor anamorphhomology · ratio -1.4815a mirror in a vertical planehomology · ratio -1.0000a rectificationgeneral · three fixed points3 of 4 are centrala line of fixed points is what they share

Three constructions, one map

A census of the site's plane maps by fixed structure, finding shadows, anamorphs and mirrors to be homologies and rectification not.

horizonthe eye stands 8.78 m from the centrecorrect from 26 cm, at 160 mm wideellipse · nearest point +3.96 m

The conic a circle becomes

Which conic a circle images as, decided by one incidence with the plane through the eye — measured against the discriminant of the image over a sweep that crosses it, with the parabola found by bisection.

circlethe picture isthe pair on the horizona 37° world angle readsradius 3 mellipse345.000 ± 0.000i37.000000°radius 5 mellipse345.000 ± 0.000i37.000000°radius 8 mellipse345.000 ± 0.000i37.000000°radius 10 mhyperbola345.000 ± 0.000i37.000000°radius 14 mhyperbola345.000 ± 0.000i37.000000°radius 20 mhyperbola345.000 ± 0.000i37.000000°a 25% ellipse read as a circleellipsea different pair31.083°one camera, one ground, 6 circlesthe pair drifts 1e-13 px · the angle is out by 7e-14°

Two lines at infinity

The horizon and the picture's own line at infinity are different lines. Which questions each answers, why the imaged circular points belong to the plane rather than to the circle, and a claim about circles that had to be withdrawn.

horizon25withheldfive marks fitted, one withheldcorrect from 26 cm, at 160 mm widethe withheld mark is 2e-13 px off the fitted conic

Five marks and the sixth

Why five marks determine a conic with nothing left over, what the withheld sixth mark proves, when the solver refuses, and what changes the moment a sixth is added to the fit.

horizonflat on the groundleaning 23.6°two circles, 6.4 m across, in planes 23.6° apartcorrect from 26 cm, at 160 mm widetwo poses, 23.6° apart, one picture

Two circles, one picture

The two-fold pose ambiguity of a circle seen once, derived from the circular sections of the cone through the eye, exhibited as two circles that draw one picture, and controlled against a plane one degree away.

the pointone point, one conicconstructed and computed agree to 2e-13

The polar with a straightedge

The complete-quadrangle construction of a polar, checked against the matrix product, controlled against a moved point, and followed to its three refusals — the centre, the inside, and the secant that misses.

correct from 8 cm, at 160 mm widestretch 1.358 · centres 4.28 px

The ball at the edge of the frame

The image of a sphere is a conic, elongated radially off the axis, whose centre is not the image of the sphere's centre — computed from the quadric and checked against the traced outline.

correct from 18 cm, at 160 mm wideoutline from the duals · ellipse

Every quadric has one outline

The outline of a quadric as C = adj(P adj(Q) Pᵀ), checked point by point against the traced contour generator, and the singular quadrics where the dual route loses the answer and the point route keeps it.

tt′0.003.101.00-2.004.000.502.700.28predicted, not fittedthree pairs givencross-ratio 0.839506

A line is a space of its own

The projective line as an object in its own right — three pairs determine a projectivity, the fourth point is predicted, and a fourth pair with a different cross-ratio is refused.

horizoncorrect from 19 cm, at 160 mm widetrace² 4.000000 · parabolic

The map a row of posts is

The three kinds of projectivity of a line, each realised by an operation the drawing office performs — a bay advanced, a distance doubled, and perpendicular directions paired.

the horizonthe centre, 318focal 622.396 pxtrue 622.396 px

Perpendicular is a pairing

Perpendicularity on a plane's vanishing line is an involution; two pairs determine it, and its fixed points are the imaged circular points, so two ground rectangles calibrate a level camera.

-4-3-2-1000.50011.502how much more effort, log₁₀ of the controlhow much of the error is left, log₁₀ of the first samplepanorama-seam · −0.92panorama-vertical · floorsilhouette-hull · −2.00silhouette-notch · flooranamorph-sagitta · −2.30anamorph-sagitta-intervals · −2.00mirrorball-size · −1.007 laws, 12 samples each2 with a floor · 5 without

An error with two terms

An instrument that separates the part of an error that responds to effort from the part that does not, run over seven of this collection's own error laws.

05101520123how many decades of the control were sweptlargest floor the data cannot rule out (% of the first sample)everything in here is still possiblea floor-free law at 1% noise21.5% at 0.3 decades · 0.00% at 3

What a null result is worth in decades

Measuring what a fit that found no floor is actually claiming, as the largest floor its own sweep cannot rule out, and how that interval closes with the length of the sweep.

0204060204060how oblique the view of the plane is (°)what one pixel costs, against its cost at 20°a ratio of lengths — affinean angle — metric1 px on four corners, one homographya cross-ratio moves by 0e+0

The ladder of assumptions is a ladder of conditioning

Measuring what one pixel of noise costs a projective, an affine and a metric quantity computed through the same recovered plane map, against the obliquity of the view.

-3-2-1010123how many measurements are averaged, log₁₀the error in the recovered height, log₁₀ mmthe spread — -0.52the bias — flat, and microns1 px on the clicked topspread 0.177 mm at m = 1024, bias 20.0 µm

The bias out of reach

Measuring the bias in a single-view height recovery, why it exists, why it is negligible, and what it takes to turn that into a number rather than a guess.

00.2000.4000.6000.50011.502how many points were measured along each line, log₁₀how wrong the recovered focal length is (%)a pinhole — no floora lens, k₁ = -0.05the floor, 0.72%two vanishing points, three lines eachpinhole floor 3e-16 · lens floor 0.72%

A floor with a referent

A camera recovery whose error stops falling at a level proportional to the lens distortion the pinhole model cannot see, and why more measurement makes the answer worse.

points, joinedlines, metevery incidence survives, worst 9.1e-1630 of 30

A point and a line are one object

Duality as a matrix rather than a remark, with a configuration and its dual drawn side by side and every incidence re-measured after the exchange.

horizoncorrect from 12 cm, at 160 mm wide67° across

The horizon has a pole

The image of the absolute conic as the one polarity a picture does not choose, checked against the camera that drew the picture and then inverted to recover its focal length.

fitted on five lines, tested on seven points7.4e-10 px

Five tangents name the same conic

The dual conic fitted from tangent lines rather than points, checked against the point fit, and the conditioning of the two compared at equal marking precision.

points, joinedlines, metevery incidence survives, worst 5.1e-1630 of 30

Desargues read the other way

Desargues' configuration dualised, with the counts, the incidences and the converse all measured on the dual figure rather than argued.

ABCDjoin and meet only — no length, no angle(A B; C D) = -1.000000000

The quadrilateral that finds the middle

The complete quadrilateral as the dual of the complete quadrangle, run on a range, checked against the cross-ratio it must produce and against the input it must refuse.

horizon1234the fifth pointcorrect from 23 cm, at 160 mm widecross-ratio 1.627695 at position 1 of 22

Four points on a conic look the same from anywhere on it

Chasles' theorem measured on a photographed circle over twenty-two viewpoints, with a fifth point just off the curve as the control.

parabola · clearance +0.000 mcorrect from 9 cm, at 160 mm wideparabola · B² − 4AC = 0.00e+0

Three conics are one conic and a choice of horizon

One circle photographed at five pitches draws all three conic types, and the deciding line is not the horizon but the picture's own.

123456Pascal · family at 0.500correct from 23 cm, at 160 mm widethree meets, collinear to 1.2e-12 px

Pascal's line, and the theorem underneath Pappus

Pascal's theorem measured down a family of conics ending in two lines, with Pappus as its continuous limit and six points off a conic as the control.

the photographv1v2v3orthocentre = principal pointcorrect from 4 cm, at 30 mm wideself-polar to 3.1e-13 px · orthocentre 1.4e-13 px

The triangle a camera cannot move

The self-polar triangle of three perpendicular vanishing points, measured against its departure from square, and the spread that cannot fail.

horizonboth familiescorrect from 16 cm, at 160 mm wide40 generators · straight to 2.3e-13 px

A curved surface made of straight lines

The two rulings of a hyperboloid of one sheet, their straightness in the picture, and the one conic both families' vanishing points lie on.

the point at infinity0ABCDA-1.40B-0.30C0.80the same four, on a straight line1 of the four is off the endthe chords crosscross-ratio -0.9469

A line is a closed curve

Why a projective line is topologically a circle, and what that costs a reader who wants to say one point lies between two others in a photograph.

horizontread 1correct from 14 cm, at 160 mm wideelliptic · trace² 2.0000 · back after 4

Three kinds of map on a row of posts

The classification of one-dimensional projectivities, read off three pictures rather than off a discriminant, and what each kind does to a point it is iterated on.

S₁S₂abclean 24° · centre at 0.45 along the joinprobe closes to 1.2e-13 px

Every projectivity is two perspectivities

Steiner's decomposition carried out with a straightedge, and why it is the reason a straightedge is enough for the constructions this collection is about.

horizonthe post, and the post behind the eyecorrect from 14 cm, at 160 mm wideone mark to 6.4e-14 px · off-eye centre 51 px away

The picture contains what is behind the camera

Why every point of an image plane is the image of two opposite rays, and what that costs a reconstruction that has to decide which side of the eye a point was on.

the centrethe axiscorrect from 22 cm, at 160 mm widedihedral 16° · meets 1.0e-14 m off the line

The theorem that is obvious one dimension up

Why the plane Desargues configuration is the projection of a spatial one, what the lift does not determine, and why collinearity and the axis are two claims rather than one.

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