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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Orthogonal projection to the unit line (1,1,1,1) 4d

I have data that shows the strength of an effect for 4 conditions over multiple features. (For each Features the Effect are always the same sign) I want to find a way to order the features by the strength of the effect with a metric. In 2D I would…
RomainL.
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Geometric interpretation of affine subspaces in projection method

In Jousef Saad's book (see ref.1), the author introduces the projection method capable of solving a large set of linear system of equations iteratively. Below is what extracted from the book about the method: For linear system of…
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The meaning of $ I -2vv^\top $ transformation

I have a linear transformation $ A = I - 2vv^\top $ where $ v $ is n dimensional unit vector. I'm looking for a geometrical meaning for the transformation A. I can write $ A $ as $ A = (I - vv^\top ) - vv^\top $ so it is a projection onto the…
Tomer
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What is the relationship between the 2d projection and a 3d point when using 1 point perspective?

I understand the concept of $1$ point projection: As a $3d$ point gets closer to the vanishing point (further on the $z$ axis), the x and y values of the corresponding $2d$ screen point get closer to the $x,y$ of the vanishing point. I just don't…
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Inverse of multiple projections of the same point

I have a vector $\vec{x}$ in 3D space that is unknown. I do know $\vec{p_1}$, $\vec{p_2}$, $\vec{p_3}$ which are orthogonal projection vectors of $\vec{x}$ onto lines $P_1$, $P_2$, $P_3$, all going through the origin and not parallel to each other.…
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How to remove superfluous components from a set of vectors

I have an $m×n$ matrix $A$ and an $m×n$ vector $b$. $Ax=b$ defines a subspace of the original space. I have some $x$ vectors, which are all in this subspace. I think that if I know this about them, then I should be able to find some function…
z32a7ul
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A practical way to project large-scale vectors (of size millions) to 2d space

I have several (dozens) of vectors in $\mathbb{R}^d$ (with $d$ being in millions). My goal is to project them into a 2-dimensional space. A couple of things that I know: I know that projection from high-dimensional space could be pretty tricky,…
Daniel
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what does projection $\pi$ mean?

I am reading a paper where I encountered the following - \begin{equation} Z(x) = \pi_{[-c,c]^{n}} (\nabla F(x)-x) \end{equation} what does the first term mean? Its mentioned in the paper that $\pi_{[-c,c]^{n}} (q)$ is projection and it acts…
qwerty
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Projection vectors

So I have done part of this question. Using the projection vector equation, I found that the projection vector of (4,2,-1) onto V was: (1,-1,-1) And a vector orthogonal to V is: (3,3,0)=(4,2,-1)-(1,-1,-1) But, just not sure how to find the point in…
J-Dorman
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Coordinates of camera bounding box projected on another object.

I hope i am posting this in correct forum. I am preprocessing a DEM to split and will later be loaded into a 3D modeling program. Due to the large size, this all must be done before loading into the program. I have a series of points in 3D…
Chris
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Projection of a 5D hyperellipsoid

How do I obtain the 3D or 2D projection of a hyperellipsoid? The hyperellipsoid is 5D. I know the semi-axes and principal axes directions of the hyperellipsoid in 5D space. The center of the hyperellipsoid is not at origin, and the principal axes of…
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Finding this vector given that the vector is a projection onto a subspace

Sorry for the weird/confusing notation, but the course I'm doing right now is using this.. The question is: Recall that that projection of $y$ onto a vector subspace $V$ of $\Omega$ is a vector $\hat{y}\in V$ such that $(y-\hat{y})$ is orthogonal…
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