Questions tagged [projection]

This tag is for questions relating to "Projection", which is nothing but the shadow cast by an object. An everyday example of a projection is the casting of shadows onto a plane. Projection has many application in various areas of Mathematics (such as Euclidean geometry, linear algebra, topology, category theory, set theory etc.) as well as Physics.

The concept of projection in mathematics is a very old one, most likely has its roots in the phenomenon of the shadows cast by real-world objects on the ground. Originally, the notion of projection was introduced in Euclidean geometry to denote the projection of the Euclidean space of three dimensions onto a plane in it.

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Type I: In plane projections, a series of points on one plane may be projected onto a second plane by choosing any focal point, or origin, and constructing lines from that origin that pass through the points on the first plane and impinge upon the second. This type of mapping is called a central projection.

The figures made to correspond by the projection are said to be in perspective, and the image is called a projection of the original figure. If the rays are parallel instead, the projection is likewise called parallel; if, in addition, the rays are perpendicular to the plane upon which the original figure is projected, the projection is called orthogonal. If the two planes are parallel, then the configurations of points will be identical; otherwise this will not be true.

Type II: A second common type of projection is called stereographic projection. It refers to the projection of points from a sphere to a plane. This may be accomplished most simply by choosing a plane through the centre of the sphere and projecting the points on its surface along normals, or perpendicular lines, to that plane.

In general, however, projection is possible regardless of the attitude of the plane. Mathematically, it is said that the points on the sphere are mapped onto the plane; if a one-to-one correspondence of points exists, then the map is called conformal.

  • In an abstract setting we can generally say that, a projection is a mapping of a set (or other mathematical structure) into a subset (or sub-structure), which is equal to its square for mapping composition (or, in other words, which is idempotent).

The restriction to a subspace of a projection is also called a projection, even if the idempotence property is lost.

References:

https://en.wikipedia.org/wiki/Projection_(mathematics)

https://www.britannica.com/science/projection-geometry

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Finding the transform matrix from 4 projected points (with JavaScript)

I'm working on a project using Chrome - JS and WebKit 3D CSS3 transform matrix. The final goal is to create a tool for artistic projects using projectors and animation - somewhat far away from using maths... I'm using a projector to project several…
mika
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3D projection on a 2D plane ( weak maths ressources )

As the title says, i want to project 3D points with known (x, y, z) coordinates into a 2D plane with (x', y') coordinates, knowing that the x and y axes are respectively identical to the x' and y' axes ( The (OXY) plane is the same as the (OX'Y')…
Put Me
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A counterexample to theorem about orthogonal projection

Can someone give me an example of noncomplete inner product space $H$, its closed linear subspace of $H_0$ and element $x\in H$ such that there is no orthogonal projection of $x$ on $H_0$. In other words I need to construct a counterexample to…
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Is there a difference between an idempotent function and a projection?

From what I can gather from the Wikipedia articles on idempotent function and projection, both terms refer to a function $f:S \to S$ such that $f \circ f \equiv f$, i.e. $f(x) = x$ for all $x$ in the image of $f$. Is there any difference between…
tparker
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Viewing a circle from different angles - is the result always an ellipse?

Take a piece of rigid cardboard. Draw a perfect circle on it. Hold it up, and take a picture, with the cardboard held perpendicular to the direction we're looking. You get a photo that looks like this: Notice: it looks like a perfect circle in…
D.W.
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What is the difference between the dot product and the scalar projection?

I don't understand the difference between the dot product of two vectors and the scalar projection of a vector onto another one. To me it looks like they are both (geometrically) the length of the vector projection. I am wrong since their formulas…
John Trentnor
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Estimating quality of projection

Suppose we are given a vector $v$ and vectors $\mu_i$: $v = \mu_1+\mu_2+...+\mu_m$, where $\mu_i \in R^n$, all $\mu_i$ are of unit length. Oracle will give me $k$ vectors $\mu_{j_1}, \mu_{j_2},...\mu_{j_k}$ from the original set such that when I…
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Orthogonal Projection

Seems like I still don't get it, I think I am missing something important. Let $V$ be an $n$ dimensional inner product space ($n \geq 1$), and $T\colon\mathbf{V}\to\mathbf{V}$ be a linear transformation such that: $T^2 = T$ $||T(a)|| \leq ||a||$…
HNHN
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How to prove that $AB$ is a projection if $(AB)(BA)=AB$?

I was trying to solve the following problem: Assume $A,B\in M_n\left( \mathbb{C} \right)$,satisfy $$AB^2A=AB.$$ I need to proof $$\left( AB \right) ^2=AB.$$ I tried to use some equivalent substitution of matrices, but I did not succeed. I also tried…
fusheng
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A projection operator is linear iff $X$ is a Hilbert space

This question comes from Linear and Nonlinear Functional Analysis with Applications (Philippe G. Ciarlet), Chapter 4, Problem 4.3-4. 4.3-4 Let $\mathcal{P}_n[0,1]=\left\{\left.p\right|_{[0,1]} ; p \in \mathcal{P}_n\right\}$, where $\mathcal{P}_n$…
Hang
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Geometric proof that projections on convex sets are contractive

Given a nonempty closed convex set $A\subset\mathbb R^n$, we know that for each $x\in\mathbb R^n$ there is a unique $p_A(x)\in A$ such that $$\|x-p_A(x)\|\le \|x-y\| \quad\forall y\in A.$$ The map $p_A:\mathbb R^n\to A$ is called the metric…
glS
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Matrix projection onto positive semidefinite cone with respect to the spectral norm

On page 399 of Boyd & Vandenberghe's Convex Optimization, it is stated that the projection of a symmetric $n \times n$ matrix $X_0$ onto the set of symmetric $n \times n$ positive semidefinite matrices $S^n_+$ is found in the following way: Find…
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Orthogonal Projection onto the Intersection of Convex Sets

The general method of Projection on Convex Sets (POCS) can be used to find a point in the intersection of a number of convex sets i.e. $$ \text{find } x \in \mathbb{R}^N \text{ s.t. } x \in \bigcap_i C_i $$ This method can find any feasible point…
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Finding the projection matrix of $\mathbb R^3$ onto the plane $x-y-z=0$

Find the matrix of the projection of $\mathbb{R}^3$ onto the plane $x-y-z = 0.$ I can find a normal unit vector of the plane, which is $\vec{n}=(\frac{1}{\sqrt{3}},-\frac{1}{\sqrt{3}},-\frac{1}{\sqrt{3}})^T$ And then the vectors…
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$x$-coordinate distribution on the $n$-sphere

Can we express the distribution of a coordinate of the $n$-sphere in any known distribution? In formal terms, consider $S^n = \{x\in\mathbb{R}^{n + 1}: \|x\|=1\}$ (i.e. the usual $n$-sphere). If we sample $x$ uniformly from $S^n$ what is the…
gota
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