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Laguerre formula

Laguerre formula is a mathematics topic covered in the lgStudy science library. This page brings together a partial reference excerpt, illustrations, worked examples, real-world applications and a short study plan, so you can understand Laguerre formula rather than just read about it. In short: The Laguerre formula (named after Edmond Laguerre) provides the acute angle ϕ {\displaystyle \phi } between two proper real lines, as follows: ϕ = | 1 2 i Log ⁡ Cr ⁡ ( I 1 , I 2 , P 1 , P 2 ) | {\displaystyle \phi =|{\frac {1}{2i}}\operatorname {Log} \operatorname {Cr} (I_{1},I_{2},P_{1},P_{2})|} where: Log {\displaystyle \operatorname {Log} } is the principal value of the complex logarithm Cr {\displaystyle \operat…

Key takeaways

  • Laguerre formula belongs to mathematics; place it in that map before memorising details.
  • Learn the definition first, then one example that makes the definition concrete.
  • Connect Laguerre formula to a quantity you can measure, compute or draw — that is where exam questions come from.
  • Reproduce the core statement of Laguerre formula from memory before moving on to harder problems.

Reference excerpt

The Laguerre formula (named after Edmond Laguerre) provides the acute angle ϕ {\displaystyle \phi } between two proper real lines, as follows:

ϕ = | 1 2 i Log ⁡ Cr ⁡ ( I 1 , I 2 , P 1 , P 2 ) | {\displaystyle \phi =|{\frac {1}{2i}}\operatorname {Log} \operatorname {Cr} (I_{1},I_{2},P_{1},P_{2})|}

where:

Log {\displaystyle \operatorname {Log} } is the principal value of the complex logarithm

Cr {\displaystyle \operatorname {Cr} } is the cross-ratio of four collinear points

P 1 {\displaystyle P_{1}} and P 2 {\displaystyle P_{2}} are the points at infinity of the lines

I 1 {\displaystyle I_{1}} and I 2 {\displaystyle I_{2}} are the intersections of the absolute conic, having equations x 0 = x 1 2 + x 2 2 + x 3 2 = 0 {\displaystyle x_{0}=x_{1}^{2}+x_{2}^{2}+x_{3}^{2}=0} , with the line joining P 1 {\displaystyle P_{1}} and P 2 {\displaystyle P_{2}} . The expression between vertical bars is a real number. Laguerre formula can be useful in computer vision, since the absolute conic has an image on the retinal plane which is invariant under camera displacements, and the cross ratio of four collinear points is the same for their images on the retinal plane.

Derivation It may be assumed that the lines go through the origin. Any isometry leaves the absolute conic invariant, this allows to take as the first line the x axis and the second line lying in the plane z=0. The homogeneous coordinates of the above four points are

( 0 , 1 , i , 0 ) , ( 0 , 1 , − i , 0 ) , ( 0 , 1 , 0 , 0 ) , ( 0 , cos ⁡ ϕ , ± sin ⁡ ϕ , 0 ) , {\displaystyle (0,1,i,0),\ (0,1,-i,0),\ (0,1,0,0),\ (0,\cos \phi ,\pm \sin \phi ,0),}

respectively. Their nonhomogeneous coordinates on the infinity line of the plane z=0 are i {\displaystyle i} , − i {\displaystyle -i} , 0, ± sin ⁡ ϕ / cos ⁡ ϕ {\displaystyle \pm \sin \phi /\cos \phi } . (Exchanging I 1 {\displaystyle I_{1}} and I 2 {\displaystyle I_{2}} changes the cross ratio into its inverse, so the formula for ϕ {\displaystyle \phi } gives the same result.) Now from the formula of the cross ratio we have

Cr ⁡ ( I 1 , I 2 , P 1 , P 2 ) = − − i cos ⁡ ϕ ± sin ⁡ ϕ i cos ⁡ ϕ ± sin ⁡ ϕ = e ± 2 i ϕ . {\displaystyle \operatorname {Cr} (I_{1},I_{2},P_{1},P_{2})=-{\frac {-i\cos \phi \pm \sin \phi }{i\cos \phi \pm \sin \phi }}=e^{\pm 2i\phi }.}

References

O. Faugeras. Three-dimensional computer vision. MIT Press, Cambridge, London, 1999.

Worked examples

Example 1 — a first encounter with Laguerre formula

Start with the simplest possible case. Write down what Laguerre formula claims or describes in one sentence, then invent the smallest concrete situation in which that sentence is true. In mathematics, the smallest case is usually a single object, a single equation or a single measurement. Check that every symbol or term in your sentence has a meaning in that case.

Example 2 — changing one variable

Take the situation from Example 1 and change exactly one quantity: double it, halve it, or set it to zero. Predict what should happen to Laguerre formula before you calculate. Comparing your prediction with the result is the fastest way to find out whether you understand the idea or only the words.

Example 3 — an exam-style question

Typical questions about Laguerre formula ask you to (a) state it precisely, (b) apply it to given data, and (c) explain a limitation. Practise writing all three answers in under five minutes; the third part is what separates a full-mark answer from an average one.

Applications of Laguerre formula

In research
Laguerre formula appears in mathematics research whenever the underlying quantities have to be modelled precisely. Papers usually cite it as a starting assumption and then explore where it breaks down.
In technology and industry
Engineering practice reuses Laguerre formula in design rules, simulations and safety margins. Knowing the idea lets you read a specification sheet and understand why the numbers look the way they do.
In the classroom
Laguerre formula is common in secondary-school and first-year university syllabi. It links to neighbouring topics Equations, Geometry in computer vision, so understanding it makes those chapters shorter.
In everyday life
Look for Laguerre formula outside the textbook — in sport, cooking, traffic, electronics or the sky above you. An example you found yourself is remembered far longer than one you were given.
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How to study Laguerre formula in 20 minutes

  1. Read the reference excerpt below once, without taking notes.
  2. Close the page and write down what Laguerre formula means in your own words.
  3. Compare your version with the excerpt and mark what you missed.
  4. Work through the three examples above with pen and paper.
  5. Explain Laguerre formula out loud to somebody else — or to Teacher Smith in the lgStudy chat.

Frequently asked questions

What is Laguerre formula in simple terms?

The Laguerre formula (named after Edmond Laguerre) provides the acute angle ϕ {\displaystyle \phi } between two proper real lines, as follows: ϕ = | 1 2 i Log ⁡ Cr ⁡ ( I 1 , I 2 , P 1 , P 2 ) | {\displaystyle \phi =|{\frac {1}{2i}}\operatorname {Log} \operatorname {Cr} (I_{1},I_{2},P_{1},P_{2})|} w…

Why does Laguerre formula matter?

Because it connects several mathematics ideas at once: it gives you a definition you can apply, a quantity you can calculate, and a way to check whether a result is plausible.

How should I study Laguerre formula?

Read the excerpt, restate it from memory, then work through the examples and applications listed on this page. The five-step study plan above takes about twenty minutes.

What does this page cover?

It gives you a compact reference excerpt plus original lgStudy explanations, examples, applications and study material on Laguerre formula.

Tags

  • Equations
  • Geometry in computer vision

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