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Questions tagged [convolution]

Tags for questions about convolution, including the Mathematica functions Convolve, DiscreteConvolve, ListConvolve, DirichletConvolve, ImageConvolve, and convolutions using Fourier, FourierTransform, or LaplaceTransform.

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54 views

Convolve and Plotting

I want to convolute my equation with Gaussian function.I used following code for it but it does not give the output? How do I correct it ...
0
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0answers
43 views

Convolution of an Image with Gaussian sigma = 1

I'm new to image processing and I've been testing out different Gaussian blur filters. Out of curiosity, I generated an object that is a 2D Gaussian with sigma = 1. I convolved this object with a ...
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1answer
23 views

Table of convolutes

Inputs Start with a vector $x\in\mathbb{R}^{n}$, and a vector-valued function $f:\mathbb{R}^{n}\mapsto\mathbb{R}^{n}$. Output Given some $k\in\mathbb{Z}^{+}$, what are elegant ways to produce the ...
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0answers
143 views

Deconvolution using Fourier transforms

I have a 2D signal in the form of a function $g(x_m,y_m)$ given as $$ \begin{aligned} g(x_m,y_m) = \ & \int^{\infty}_{-\infty} \mathrm{d}x_o \ \mathrm{d}y_o \ \frac{1}{\varepsilon^2} P(x_o - x_m,...
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0answers
41 views

Convolve taking too long and producing error message Integrate::idiv:

The following functions do not produce an output."f1" is a convolution of Gaussian function and my model. It took too much time and gave an error message. I have attached that error message also. How ...
0
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1answer
56 views

Fitting complex equation

I used the following code for fitting but it does not produce an output.I kept it nearly 3 to 4 hours but it does not give any output. How should I make it correct?I have used two equation(f1,f2).I ...
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0answers
14 views

Convolve[…] behaves differently to that of Integrate[…] when numerically integrating the result

I am performing a convolution between two functions, and then I want to numerically integrate the result. If I go: ...
0
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1answer
99 views

Convolve and fitting

I want to convolve two equation, then I want to find the parameters. But it doesn't give the answer and Takes too much time. What is the wrong with my code? ...
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0answers
25 views

Help with Plot excluding parts of a curve even with “Exclusions” option set to “None” and speed up of code

I modeled a system mathematically. When the model is ideal, I can plot the results and export the plotted points. Everything works fine. Now, I started to model some imperfections of the system, but ...
2
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0answers
47 views

Use List convolve for aligning images

I am trying to align images of point spread functions using a convolution. Before doing it on real data, I wanted to try on simulated data. I have no problem with the 1-D case where I create 2 ...
4
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1answer
104 views

Using Convolve and Manipulate

im trying to demonstrate the convolution process between 2 HeavysidePi function with Manipulate. im trying to get something like this GIF. i found how to demonstrate the convolution with : ...
1
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1answer
57 views

normalization of convolution product when using Fourier transform

I'm trying to calculate the convolution of two probability density functions (PDFs) defined on the real axis: a normal distribution (with \[Sigma] > 0 and ...
8
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1answer
184 views

Dilation on 3D Images?

I need to apply a dilated convolution to a 3D image, but dilation values greater than 1 are not currently supported in v11.3: ...
9
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1answer
145 views

NetEncoder for images of “Varying” dimension?

I'm looking for someway to do what this syntax "should" do: NetEncoder[{"Image", Automatic, ColorSpace -> "RGB"}] /@ imgs; The documentation states that ...
2
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0answers
67 views

Visualizing Trained Filters

In the first convolutional layer of NetModel "Wolfram..." , the parameters of the filter are 64 (number of filters), and 112x112 (size). The last convolutional layer has 192 55x55 filters. What ...
0
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0answers
83 views

Convolution Fitting

Here I have a piecewise function g: ...
1
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2answers
66 views

Infinite long sequence convolution error

I use version 11.2. ...
6
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2answers
332 views

Incorrect evaluation of a convolution

I want to evaluate a convolution for a stripe function and a Gaussian: ...
0
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1answer
96 views

Simple convolution

I have two lists, x and y, each of length Nx. I'm trying to create a function that gives the cross correlation at lag n. My attempt thus far is as follows: ...
4
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1answer
279 views

Convolution of Gaussian and Lorentzian functions

I have a Gaussian and a Lorentzian function here; gd[v_] = Sqrt[(4*Log[2]/Pi)]*(1/Dw)*Exp[-4*Log[2]*((v - v0)/Dw)^2] gl[v_] = (Lw/2/Pi)/((v - v0)^2 + (Lw/2)^2); ...
1
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1answer
67 views

Problem when trying to reverse function

A minimal example is below. I'm trying to reverse function y1d. ...
0
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1answer
91 views

Functional form of Delta function to perform convolution of continuous functions

I'm trying to get Mathematica to perform the convolution I need. I think it's fairly simple, just a convolution between a Normal distribution and a ...
0
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1answer
124 views

Numerical Integration Error

I'm new to Mathematica. I have written a code for performing a convolution integral (as follows) but it seems to be giving out error messages: My code is: ...
1
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2answers
172 views

Why doesn't the following code for recursive convolution work?

I'm trying to play with central limit theorem using Mathematica, so I wrote the following code, ...
0
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1answer
157 views

Computer convolution of sech squared function

I try to compute the analytic form of the convolution of $\operatorname{sech}$ squares function. Mathematica takes so much time to try and find the answer. Here is my code: ...
1
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0answers
81 views

Normalization and boundary issues with numerical convolution (ListConvolve function)

I have a somewhat messy piece-wise function that I need to convolve with a Gaussian function. Solving the problem analytically is taking forever so I would like to solve the problem numerically. ...
3
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1answer
235 views

Custom NetEncoder for lower resolution image input in a pre-trained Inception network

I have come across this neat explanation on how to adjust a pre-trained Inception neural net to an arbitrary number of classes by truncating the top layers. However, my input data does not come in $...
2
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1answer
50 views

GaussianFilter Slow Behaviour when std. Deviation in set to 0

The problem occurs when setting the $\sigma$ of the GaussianFilter to zero and using the method Method -> "Gaussian". The ...
3
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0answers
96 views

Symbolically find optimal convolution algorithm [closed]

A large portion of deep learning research goes into convolution neural networks, hence there's a need for a fast algorithm. I wonder if an optimal convolution algorithm can be found symbolically with ...
3
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1answer
111 views

Coefficients of Knuth's “Convolution Polynomials”

Donald E. Knuth gives in his paper Convolution Polynomials the code ...
4
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1answer
276 views

The curious case of Convolve function

For integer values of $n$, I was trying to calculate the convolution of $t^{-n}$ with itself. So I wrote this: ...
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1answer
123 views

ListConvolve returns only one value

Generating my first function ...
0
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1answer
81 views

Convolve does not excecute [closed]

The following Convolve expression doesn't produce a result. ...
5
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0answers
150 views

Implementation of the Riesz transform

Implementing the Hilbert transformation \begin{equation}H(f)(x) = \frac{1}{\pi}\lim_{\varepsilon \to 0} \int_{|x-y|>\varepsilon} \frac{1}{x-y}f(y) \, dy,\end{equation} appropriate for 1-...
1
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0answers
88 views

Convolve returns false result

Bug introduced in 9.0 or earlier and fixed in 10.0 I tried to convolve sin with sin and got this unexpected result: Convolve[Sin[x], Sin[x], x, y] (* 0 *) Now I ...
2
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1answer
109 views

Multiple discrete RV convolutions performance

I have a discrete random variable with PDF of (just a simplified example) Piecewise[{{1/3, x == 5 || x == 10 || x == 15}}, 0] Actually, in my code this is a <...
1
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0answers
63 views

Convolution of circular densities

I have two distributions. One is a delta function which is non-zero on a circle at radius 1, the other is filled circle of the same radius. When I calculate their convolution I get something very ...
6
votes
1answer
211 views

single slit diffraction numerical simulation

I'm trying to simulate the Fraunhoffer diffraction at slits(single,double,triple) with Mathematica. In the picture, the red one is analytical result and the green one is numerical result. The ...
5
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1answer
772 views

How to perform convolutions on this complicated pdf?

For a known pdf f[x], I need to calculate integrals over the probability density of the sum of Log[f[x]] over independent samples: $$Q[t,n]\equiv P(\sum_{i=1}^{n}...
1
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1answer
79 views

Convolution with modified indices

I want to perform convolution for a sequence but instead of having the indices cycle from the ends periodically, I want to apply a function, specifically Abs, to ...
3
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1answer
154 views

Why is DiscreteConvolve incorrect?

Bug introduced in 9.0 or earlier and fixed in 11.0.0 Let $h[n]=(\frac{1}{2})^n u[n]-3(\frac{1}{2})^{n-1}u[n-1]$ $g[n]=3^n u[n]-\frac{1}{2}3^{n-1}u[n-1]$ I convolved $h[n]$ and $g[n]$ in ...
1
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2answers
340 views

n fold convolution of a function via a recursion function

I wanted to write a recursion function to calculate the n-th convolution of a function f[x_]. I wrote the function ...
4
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2answers
565 views

How to convolve the unit box function and the modified Bessel function of the second kind in 2D?

In 1D the convolution of the unit box function and the modified Bessel function of the second kind $K_0(x)$ works very well. ...
1
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1answer
174 views

Using ListDeconvolve to find velocity distrbution

Consider a Distribution of Particles correspondent with the NormalDistribution: PDF[NormalDistribution[], x] The Particles also have a velocity distribution: <...
0
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1answer
116 views

InverseFourierTransform very slow

I determined a distribution dist = SmoothKernelDistribution[ListOfValues];. Then I determined the FT of the PDF, which is the ...
4
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1answer
135 views

Is it possible to recover the efficiency of ListConvolve when generalizing the convolution?

I've noticed that, while ListConvolve is very fast, it becomes much slower when you use anything but the standard Times,Plus as ...
2
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1answer
480 views

Basic 2D convolution with mathematica

Can anyone tell me why the following keeps burning my CPU without ever producing the desired plot? ...
0
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1answer
149 views

Convolution of interpolated data with function doesn't work

I need to convolve one function with interpolated data: function: av1 = 1.3888*(12/20)*10^8; bv1 = 2.5; tr5[t_] = Exp[-(av1*t-bv1)^2]; Data: ...
5
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1answer
389 views

How to fit data to a convolution equation

How to fit data to a convolution equation: ...
2
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0answers
75 views

Speedup ListCorrelation when using generalized correlation function

ImageCorrelation provides several general function that can be used to replace the default Dot function. For example, in the documentation of ImageCorrelation, ...