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[VC] Start fourier transforms
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@@ -66,7 +66,7 @@ If you find mistakes, please open an issue or fix them yourself and open a PR.
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- [Cheat-Sheet (EN)](./core/cd/cheat-sheet-jh/cd-cheat-sheet.pdf) Author: Janis Hutz
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#### Visual Computing
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- [Summary (EN)](./core/vc/summary/vc-summary.pdf) Author: Janis Hutz (NOTE: This is likely *not* to happen)
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There won't be a summary for this subject, only a Cheat-Sheet. Provided script is good.
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- [Cheat-Sheet (EN)](./core/vc/cheat-sheet-jh/vc-cheat-sheet.pdf) Author: Janis Hutz
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#### Human Computer Interaction
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\shortdefinition[Sinusoid] $f(x) = A \cdot \sin(2 \pi ux + \psi)$ with $\psi$ phase shift, equiv: $A \cos(\psi) \sin(2\pi ux) + A \sin(\psi)\cos(2\pi ux)$
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\shortdefinition[Complex Exponential] $e^{i \theta} = \cos(\theta) + i \sin(\theta)$, complex conj. $e^{-i \theta} = \cos(\theta) - i \sin(\theta)$. For sinusoid: $\theta = 2\pi ux$.
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\shortdefinition[Cont. Time F. Ser] Sig as sum of sinusoids, $f(x) = \sum_{k = -\8}^{\8} c_k e^{i 2\pi kx \div T}$, with $T$ the period and $c_k$ fourier coeff.
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\shortdefinition[Cont. Time F. Transf] $F(u) = \sum_{\R} f(x)e^{-2\pi ux} \dx x$, $f(x) = \sum_{\R} F(u) e^{i 2\pi ux} \dx u$. $F(u)$ is \textit{typ} complex valued,
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\shortdefinition[Ampl. Spec] $A(u) = ||F(u)||$
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\shortdefinition[Phase Spec] $\phi(u) = \arg F(u) = \arctan\left( \frac{\mathfrak{I}(F(u))}{\mathfrak{R}(F(u))} \right)$
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\shortdefinition[DFT] used for analyzing discrete data. Applies base change to values via matrix multiplication.
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More general:
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\[
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F(k) = \sum_{n = 0}^{N - 1} x_n e^{-i 2\pi kn \div N} \text{ for } k \in \{ 0, 1, \ldots, N - 1 \}
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\]
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For image:
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\[
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F(u, v) = \sum_{x = 0}^{N - 1}\sum_{y = 0}^{M - 1} I(x, y) \cdot e^{-i2\pi\left( \frac{ux}{N} + \frac{vy}{M} \right)}
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\]
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% TODO: Formula to compute the matrix
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@@ -7,4 +7,11 @@
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\subsection{Edge Detection}
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\input{parts/00_computer-vision/02_edge-detection.tex}
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\subsection{Fourier Transform}
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\input{parts/00_computer-vision/03_fourier/00_intro.tex}
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% \input{parts/00_computer-vision/03_fourier/}
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% \input{parts/00_computer-vision/}
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\documentclass{article}
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\input{../../../helpers.tex}
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\usepackage{lmodern}
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\setFontType{sans}
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\setup{Visual Computing}
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\begin{document}
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\startDocument
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\vspace{1cm}
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\begin{center}
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\includegraphics[width=0.5\linewidth]{~/projects/latex/assets/logo.jpg}
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\end{center}
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\vspace{2cm}
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\begin{center}
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\begin{Large}
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\quote{A funny quote by a professor}
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\end{Large}
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\hspace{3cm} - Prof. Dr. Professor Name, YEAR
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\end{center}
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\vspace{1.5cm}
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\begin{center}
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HS2026, ETHZ
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\begin{Large}
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Summary of the Script and Lectures
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\end{Large}
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\end{center}
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\newpage
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\printtoc{Aquamarine}
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\end{document}
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