inverse transform technique - meaning and definition. What is inverse transform technique
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What (who) is inverse transform technique - definition

INTEGRAL TRANSFORM USED IN VARIOUS BRANCHES OF MATHEMATICS
Abel Transform; Inverse Abel transform
  • A geometrical interpretation of the Abel transform in two dimensions. An observer (I) looks along a line parallel to the ''x'' axis a distance ''y'' above the origin. What the observer sees is the projection (i.e. the integral) of the circularly symmetric function ''f''(''r'') along the line of sight. The function ''f''(''r'') is represented in gray in this figure. The observer is assumed to be located infinitely far from the origin so that the limits of integration are ±∞.

Inverse transform sampling         
  •  F_X(x)\geq y\}</math>.
  • Graph of the inversion technique from <math>x</math> to <math>F(x)</math>. On the bottom right we see the regular function and in the top left its inversion.
  • An animation of how inverse transform sampling generates normally distributed random values from uniformly distributed random values
  • Random numbers y<sub>i</sub> are generated from a uniform distribution between 0 and 1, i.e. Y ~ U(0, 1). They are sketched as colored points on the y-axis. Each of the points is mapped according to x=F<sup>−1</sup>(y), which is shown with gray arrows for two example points. In this example, we have used an exponential distribution. Hence, for x ≥ 0, the probability density is <math>\varrho_X(x) = \lambda e^{-\lambda \, x}</math> and the cumulative distribution function is <math>F(x) = 1 - e^{-\lambda \, x}</math>. Therefore, <math>x = F^{-1}(y) = - \frac{\ln(1-y)}{\lambda}</math>. We can see that using this method, many points end up close to 0 and only few points end up having high x-values - just as it is expected for an exponential distribution.
BASIC METHOD FOR PSEUDO-RANDOM NUMBER SAMPLING
Inversion method; Inverse transform sampling method; Inverse transform method; Inversetransform sampling method; Inversion sampling
Inverse transform sampling (also known as inversion sampling, the inverse probability integral transform, the inverse transformation method, Smirnov transform, or the golden ruleAalto University, N. Hyvönen, Computational methods in inverse problems.
Z-transform         
MATHEMATICAL TRANSFORM WHICH CONVERTS SIGNALS FROM THE TIME DOMAIN TO THE FREQUENCY DOMAIN
Z transform; Laurent transform; Bilateral Z-transform; Bilateral z-transform; Z Transform; Z-domain; Z-transformation
In mathematics and signal processing, the Z-transform converts a discrete-time signal, which is a sequence of real or complex numbers, into a complex frequency-domain (z-domain or z-plane) representation.
Inverse scattering transform         
METHOD FOR SOLVING SOME NON-LINEAR PARTIAL DIFFERENTIAL EQUATIONS
Inverse scattering theory; Inverse scattering method; Nonlinear Fourier transform
In mathematics, the inverse scattering transform is a method for solving some non-linear partial differential equations. The method is a non-linear analogue, and in some sense generalization, of the Fourier transform, which itself is applied to solve many linear partial differential equations.

Wikipedia

Abel transform

In mathematics, the Abel transform, named for Niels Henrik Abel, is an integral transform often used in the analysis of spherically symmetric or axially symmetric functions. The Abel transform of a function f(r) is given by

F ( y ) = 2 y f ( r ) r r 2 y 2 d r . {\displaystyle F(y)=2\int _{y}^{\infty }{\frac {f(r)r}{\sqrt {r^{2}-y^{2}}}}\,dr.}

Assuming that f(r) drops to zero more quickly than 1/r, the inverse Abel transform is given by

f ( r ) = 1 π r d F d y d y y 2 r 2 . {\displaystyle f(r)=-{\frac {1}{\pi }}\int _{r}^{\infty }{\frac {dF}{dy}}\,{\frac {dy}{\sqrt {y^{2}-r^{2}}}}.}

In image analysis, the forward Abel transform is used to project an optically thin, axially symmetric emission function onto a plane, and the inverse Abel transform is used to calculate the emission function given a projection (i.e. a scan or a photograph) of that emission function.

In absorption spectroscopy of cylindrical flames or plumes, the forward Abel transform is the integrated absorbance along a ray with closest distance y from the center of the flame, while the inverse Abel transform gives the local absorption coefficient at a distance r from the center. Abel transform is limited to applications with axially symmetric geometries. For more general asymmetrical cases, more general-oriented reconstruction algorithms such as algebraic reconstruction technique (ART), maximum likelihood expectation maximization (MLEM), filtered back-projection (FBP) algorithms should be employed.

In recent years, the inverse Abel transform (and its variants) has become the cornerstone of data analysis in photofragment-ion imaging and photoelectron imaging. Among recent most notable extensions of inverse Abel transform are the "onion peeling" and "basis set expansion" (BASEX) methods of photoelectron and photoion image analysis.