inverse transform technique - translation to russian
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inverse transform technique - translation to russian

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 technique      
метод обратного преобразования
inversion method         
  •  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

общая лексика

метод инверсии

inverse transform method         
  •  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
метод обратного преобразования

Definition

transform fault
¦ noun Geology a strike-slip fault occurring at the boundary between two plates of the earth's crust.

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.

What is the Russian for inverse transform technique? Translation of &#39inverse transform technique&