auswertung detektorabstand

This commit is contained in:
hiro98 2020-01-11 18:23:28 +01:00
parent 6215d152bf
commit 5a911a960a
36 changed files with 67147 additions and 35062 deletions

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%% Creator: Matplotlib, PGF backend
%%
%% To include the figure in your LaTeX document, write
%% \input{<filename>.pgf}
%%
%% Make sure the required packages are loaded in your preamble
%% \usepackage{pgf}
%%
%% Figures using additional raster images can only be included by \input if
%% they are in the same directory as the main LaTeX file. For loading figures
%% from other directories you can use the `import` package
%% \usepackage{import}
%% and then include the figures with
%% \import{<path to file>}{<filename>.pgf}
%%
%% Matplotlib used the following preamble
%% \usepackage{fontspec}
%%
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%% Creator: Matplotlib, PGF backend
%%
%% To include the figure in your LaTeX document, write
%% \input{<filename>.pgf}
%%
%% Make sure the required packages are loaded in your preamble
%% \usepackage{pgf}
%%
%% Figures using additional raster images can only be included by \input if
%% they are in the same directory as the main LaTeX file. For loading figures
%% from other directories you can use the `import` package
%% \usepackage{import}
%% and then include the figures with
%% \import{<path to file>}{<filename>.pgf}
%%
%% Matplotlib used the following preamble
%% \usepackage{fontspec}
%%
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%% Creator: Matplotlib, PGF backend
%%
%% To include the figure in your LaTeX document, write
%% \input{<filename>.pgf}
%%
%% Make sure the required packages are loaded in your preamble
%% \usepackage{pgf}
%%
%% Figures using additional raster images can only be included by \input if
%% they are in the same directory as the main LaTeX file. For loading figures
%% from other directories you can use the `import` package
%% \usepackage{import}
%% and then include the figures with
%% \import{<path to file>}{<filename>.pgf}
%%
%% Matplotlib used the following preamble
%% \usepackage{fontspec}
%%
\begingroup%
\makeatletter%
\begin{pgfpicture}%
\pgfpathrectangle{\pgfpointorigin}{\pgfqpoint{2.000000in}{2.000000in}}%
\pgfusepath{use as bounding box, clip}%
\begin{pgfscope}%
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\pgfsetmiterjoin%
\definecolor{currentfill}{rgb}{1.000000,1.000000,1.000000}%
\pgfsetfillcolor{currentfill}%
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\definecolor{currentstroke}{rgb}{1.000000,1.000000,1.000000}%
\pgfsetstrokecolor{currentstroke}%
\pgfsetdash{}{0pt}%
\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}%
\pgfpathlineto{\pgfqpoint{2.000000in}{0.000000in}}%
\pgfpathlineto{\pgfqpoint{2.000000in}{2.000000in}}%
\pgfpathlineto{\pgfqpoint{0.000000in}{2.000000in}}%
\pgfpathclose%
\pgfusepath{fill}%
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\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}%
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\pgfpathmoveto{\pgfqpoint{0.368299in}{0.198611in}}%
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\pgfpathlineto{\pgfqpoint{1.797465in}{1.627778in}}%
\pgfpathlineto{\pgfqpoint{0.368299in}{1.627778in}}%
\pgfpathclose%
\pgfusepath{fill}%
\end{pgfscope}%
\begin{pgfscope}%
\pgfpathrectangle{\pgfqpoint{0.368299in}{0.198611in}}{\pgfqpoint{1.429167in}{1.429167in}}%
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\pgfsys@transformshift{0.368299in}{0.198611in}%
\pgftext[left,bottom]{\pgfimage[interpolate=true,width=1.430556in,height=1.430556in]{rec_simple-img0.png}}%
\end{pgfscope}%
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}%
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\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}%
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\pgfusepath{stroke,fill}%
}%
\begin{pgfscope}%
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}%
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\pgfusepath{stroke,fill}%
}%
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}%
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\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}%
\pgfpathlineto{\pgfqpoint{0.000000in}{0.048611in}}%
\pgfusepath{stroke,fill}%
}%
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}%
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}%
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}%
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}%
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%% Creator: Matplotlib, PGF backend
%%
%% To include the figure in your LaTeX document, write
%% \input{<filename>.pgf}
%%
%% Make sure the required packages are loaded in your preamble
%% \usepackage{pgf}
%%
%% Figures using additional raster images can only be included by \input if
%% they are in the same directory as the main LaTeX file. For loading figures
%% from other directories you can use the `import` package
%% \usepackage{import}
%% and then include the figures with
%% \import{<path to file>}{<filename>.pgf}
%%
%% Matplotlib used the following preamble
%% \usepackage{fontspec}
%%
\begingroup%
\makeatletter%
\begin{pgfpicture}%
\pgfpathrectangle{\pgfpointorigin}{\pgfqpoint{2.000000in}{2.000000in}}%
\pgfusepath{use as bounding box, clip}%
\begin{pgfscope}%
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View file

@ -113,3 +113,537 @@
\label{fig:theory-rec_filtered}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/theory/source.pgf}
\caption{}
\label{fig:theory-source}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/theory/source.pgf}
\caption{}
\label{fig:theory-source}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/theory/source.pgf}
\caption{}
\label{fig:theory-source}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/theory/source.pgf}
\caption{}
\label{fig:theory-source}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/theory/source.pgf}
\caption{}
\label{fig:theory-source}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/theory/source.pgf}
\caption{}
\label{fig:theory-source}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/theory/projection.pgf}
\caption{}
\label{fig:theory-projection}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/theory/convoluted.pgf}
\caption{}
\label{fig:theory-convoluted}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/theory/rec_simple.pgf}
\caption{}
\label{fig:theory-rec_simple}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/theory/rec_simple.pgf}
\caption{}
\label{fig:theory-rec_simple}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/theory/rec_filtered.pgf}
\caption{}
\label{fig:theory-rec_filtered}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/theory/convoluted.pgf}
\caption{}
\label{fig:theory-convoluted}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/theory/rec_simple.pgf}
\caption{}
\label{fig:theory-rec_simple}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/theory/source.pgf}
\caption{}
\label{fig:theory-source}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/theory/projection.pgf}
\caption{}
\label{fig:theory-projection}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/theory/convoluted.pgf}
\caption{}
\label{fig:theory-convoluted}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/theory/rec_simple.pgf}
\caption{}
\label{fig:theory-rec_simple}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/theory/rec_filtered.pgf}
\caption{}
\label{fig:theory-rec_filtered}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/theory/source.pgf}
\caption{}
\label{fig:theory-source}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/theory/projection.pgf}
\caption{}
\label{fig:theory-projection}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/theory/convoluted.pgf}
\caption{}
\label{fig:theory-convoluted}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/theory/rec_simple.pgf}
\caption{}
\label{fig:theory-rec_simple}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/theory/rec_filtered.pgf}
\caption{}
\label{fig:theory-rec_filtered}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/theory/source.pgf}
\caption{}
\label{fig:theory-source}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/theory/projection.pgf}
\caption{}
\label{fig:theory-projection}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/theory/convoluted.pgf}
\caption{}
\label{fig:theory-convoluted}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/theory/rec_simple.pgf}
\caption{}
\label{fig:theory-rec_simple}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/theory/rec_filtered.pgf}
\caption{}
\label{fig:theory-rec_filtered}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/theory/source.pgf}
\caption{}
\label{fig:theory-source}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/theory/projection.pgf}
\caption{}
\label{fig:theory-projection}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/theory/convoluted.pgf}
\caption{}
\label{fig:theory-convoluted}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/theory/rec_simple.pgf}
\caption{}
\label{fig:theory-rec_simple}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/theory/rec_filtered.pgf}
\caption{}
\label{fig:theory-rec_filtered}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/calibration/mid_over_energy.pgf}
\caption{}
\label{fig:calibration-mid_over_energy}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/calibration/mid_over_energy.pgf}
\caption{}
\label{fig:calibration-mid_over_energy}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/calibration/mid_over_energy.pgf}
\caption{}
\label{fig:calibration-mid_over_energy}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/calibration/mid_over_energy.pgf}
\caption{}
\label{fig:calibration-mid_over_energy}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/calibration/mid_over_energy.pgf}
\caption{}
\label{fig:calibration-mid_over_energy}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/calibration/mid_over_energy.pgf}
\caption{}
\label{fig:calibration-mid_over_energy}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/calibration/mid_over_energy.pgf}
\caption{}
\label{fig:calibration-mid_over_energy}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/calibration/mid_over_energy.pgf}
\caption{}
\label{fig:calibration-mid_over_energy}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/calibration/mid_over_energy.pgf}
\caption{}
\label{fig:calibration-mid_over_energy}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/calibration/mid_over_energy.pgf}
\caption{}
\label{fig:calibration-mid_over_energy}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/calibration/mid_over_energy.pgf}
\caption{}
\label{fig:calibration-mid_over_energy}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/calibration/mid_over_energy.pgf}
\caption{}
\label{fig:calibration-mid_over_energy}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/calibration/mid_over_energy.pgf}
\caption{}
\label{fig:calibration-mid_over_energy}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/calibration/mid_over_channel.pgf}
\caption{}
\label{fig:calibration-mid_over_channel}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/calibration/mid_over_energy.pgf}
\caption{}
\label{fig:calibration-mid_over_energy}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/calibration/mid_over_energy.pgf}
\caption{}
\label{fig:calibration-mid_over_energy}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/calibration/mid_over_channel.pgf}
\caption{}
\label{fig:calibration-mid_over_channel}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/calibration/mid_over_channel.pgf}
\caption{}
\label{fig:calibration-mid_over_channel}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/calibration/mid_over_channel.pgf}
\caption{}
\label{fig:calibration-mid_over_channel}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/calibration/mid_over_energy.pgf}
\caption{}
\label{fig:calibration-mid_over_energy}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/calibration/mid_over_energy.pgf}
\caption{}
\label{fig:calibration-mid_over_energy}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/calibration/mid_over_energy.pgf}
\caption{}
\label{fig:calibration-mid_over_energy}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/calibration/mid_over_energy.pgf}
\caption{}
\label{fig:calibration-mid_over_energy}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/calibration/mid_over_channel.pgf}
\caption{}
\label{fig:calibration-mid_over_channel}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/calibration/mid_over_energy.pgf}
\caption{}
\label{fig:calibration-mid_over_energy}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/calibration/mid_over_channel.pgf}
\caption{}
\label{fig:calibration-mid_over_channel}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/calibration/mid_over_energy.pgf}
\caption{}
\label{fig:calibration-mid_over_energy}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/calibration/mid_over_channel.pgf}
\caption{}
\label{fig:calibration-mid_over_channel}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/calibration/time_range.pgf}
\caption{}
\label{fig:calibration-time_range}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/calibration/all_times.pgf}
\caption{}
\label{fig:calibration-all_times}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/calibration/all_times.pgf}
\caption{}
\label{fig:calibration-all_times}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/calibration/all_times.pgf}
\caption{}
\label{fig:calibration-all_times}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/calibration/all_times.pgf}
\caption{}
\label{fig:calibration-all_times}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/calibration/all_times.pgf}
\caption{}
\label{fig:calibration-all_times}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/calibration/all_times.pgf}
\caption{}
\label{fig:calibration-all_times}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/calibration/all_times.pgf}
\caption{}
\label{fig:calibration-all_times}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/calibration/all_times.pgf}
\caption{}
\label{fig:calibration-all_times}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/calibration/all_times.pgf}
\caption{}
\label{fig:calibration-all_times}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/calibration/all_times.pgf}
\caption{}
\label{fig:calibration-all_times}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/calibration/all_times.pgf}
\caption{}
\label{fig:calibration-all_times}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/calibration/all_times.pgf}
\caption{}
\label{fig:calibration-all_times}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/calibration/all_times.pgf}
\caption{}
\label{fig:calibration-all_times}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/calibration/all_times.pgf}
\caption{}
\label{fig:calibration-all_times}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/calibration/all_times.pgf}
\caption{}
\label{fig:calibration-all_times}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/calibration/all_times.pgf}
\caption{}
\label{fig:calibration-all_times}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/calibration/all_times.pgf}
\caption{}
\label{fig:calibration-all_times}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/calibration/all_times.pgf}
\caption{}
\label{fig:calibration-all_times}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/calibration/all_times.pgf}
\caption{}
\label{fig:calibration-all_times}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/calibration/all_times.pgf}
\caption{}
\label{fig:calibration-all_times}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/calibration/all_times.pgf}
\caption{}
\label{fig:calibration-all_times}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/calibration/all_times.pgf}
\caption{}
\label{fig:calibration-all_times}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/calibration/all_times.pgf}
\caption{}
\label{fig:calibration-all_times}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/calibration/all_times.pgf}
\caption{}
\label{fig:calibration-all_times}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/calibration/all_times.pgf}
\caption{}
\label{fig:calibration-all_times}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/calibration/all_times.pgf}
\caption{}
\label{fig:calibration-all_times}
\end{figure}
\begin{figure}[H]\centering
\input{../auswertung/figs/calibration/all_times.pgf}
\caption{}
\label{fig:calibration-all_times}
\end{figure}

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@ -1,8 +1,11 @@
import numpy as np
import matplotlib.pyplot as plt
from scipy.optimize import root_scalar
import matplotlib
import matplotlib.ticker as ticker
import os
from SecondaryValue import SecondaryValue
from scipy.optimize import curve_fit
###############################################################################
# Auxiliary #
@ -30,17 +33,25 @@ def energy_b(channel):
"""Channel to Energy, one based index."""
return 100 + .220*channel
channel_to_time_val = SecondaryValue('a + b*(k-1/2)', defaults=dict(a=(-.014, .0192), b=(.0483, 2e-5)))
def channel_to_time(channel, d=0):
return channel_to_time_val(k=(channel, d))
###############################################################################
# Plot Porn #
###############################################################################
matplotlib.rcParams.update({
'font.family': 'serif',
'text.usetex': False,
'pgf.rcfonts': False,
})
def pinmp_ticks(axis, ticks):
axis.set_major_locator(ticker.MaxNLocator(ticks))
axis.set_minor_locator(ticker.MaxNLocator(ticks*10))
return axis
def set_up_plot(ticks=10, pimp_top=False):
def set_up_plot(ticks=10, pimp_top=True):
fig = plt.figure()
ax = fig.add_subplot(111)
@ -86,7 +97,7 @@ def plot_spectrum(counts, offset=1, save=None, **pyplot_args):
ax.step(channels, counts, **pyplot_args)
ax.set_xlabel('Kanal')
ax.set_ylabel('Counts')
ax.set_ylabel('Ereignisszahl')
ax.set_xlim([channels[0], channels[-1]])
ax.set_ylim(0)
@ -95,6 +106,26 @@ def plot_spectrum(counts, offset=1, save=None, **pyplot_args):
return fig, ax
###############################################################################
# Time of Flight Analysiss #
###############################################################################
def gauss(x, a, mu, sigma):
return a*np.exp(-(x-mu)**2/(2*sigma**2))
def find_and_plot_peak(counts, ax, label):
channels = np.arange(0, counts.size) + 1
counts = counts.copy()/counts.max()
times, d_times = channel_to_time(channels)
splot = ax.step(times, counts, label=label, alpha=.4)
opt, cov = curve_fit(gauss, channels, counts, p0=(1, counts.argmax(), 100))
cov = np.sqrt(np.diag(cov))
gplot = ax.plot(times, gauss(channels,*opt), label=f"Fit {label}", color=splot[0].get_color())
ax.axvline(channel_to_time(opt[1])[0], color=gplot[0].get_color())
t, dt = channel_to_time(opt[1], opt[2]/10)
ax.axvspan(t-dt, t+dt, alpha=.2, color=gplot[0].get_color())
return channel_to_time(opt[1], opt[2]/10)
###############################################################################

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212
PET/protokoll/protokoll.tex Normal file
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@ -0,0 +1,212 @@
\documentclass[slug=PET, room=Andreas-Schubert-Bau\,\ K\ 1A, supervisor=Anne-Sophie\ Berthold, coursedate=13.\ 12.\ 2019]{../../Lab_Report_LaTeX/lab_report}
\title{Postitronenemissionstomographie}
\author{Oliver Matthes, Valentin Boettcher}
\usepackage{todonotes}
\graphicspath{ {figs/} }
\usepackage{tikz}
\usepackage{pgf}
\usepackage[version=4]{mhchem}
\usepackage[ngerman]{babel}
\usepackage{subcaption}
\usepackage{amssymb}
% bib
\addbibresource{protokoll.bib}
\begin{document}
\maketitle
\section{Auswertung}
\label{sec:ausw}
\subsection{Theoriebeispiel}
\label{sec:theobei}
Zur Verbesserung des verst\"andnisses der Projektions- und
Rekonstruktionsprozesse, werden diese hier anhand eines einfachen
Beispiels nachvollzogen.
\begin{figure}[htp]
\centering
\begin{subfigure}[t]{.25\textwidth}
\centering
\includegraphics[width=.6\textwidth]{../auswertung/figs/theory/source.pdf}
\caption{Ausgangsmatrix}
\label{fig:theory-source}
\end{subfigure}
\begin{subfigure}[t]{.25\textwidth}
\centering
\includegraphics[width=.6\textwidth]{../auswertung/figs/theory/projection.pdf}
\caption{Sinogram}
\label{fig:theory-projection}
\end{subfigure}
\begin{subfigure}[t]{.25\textwidth}
\centering
\includegraphics[width=.6\textwidth]{../auswertung/figs/theory/convoluted.pdf}
\caption{Gefiltertes Sinogram}
\label{fig:theory-convoluted}
\end{subfigure}
\begin{subfigure}[t]{.25\textwidth}
\centering
\includegraphics[width=.6\textwidth]{../auswertung/figs/theory/rec_simple.pdf}
\caption{Einfache R\"uckprojektion}
\label{fig:theory-rec_simple}
\end{subfigure}
\begin{subfigure}[t]{.25\textwidth}
\centering
\includegraphics[width=.6\textwidth]{../auswertung/figs/theory/rec_filtered.pdf}
\caption{Gefilterte R\"uckprojektion}
\label{fig:theory-rec_filtered}
\end{subfigure}
\caption[Graustufendarstellung der
Beispielmatrizen]{Graustufendarstellung der Matrizen aus den
Teilschritten des Beispiels. Es wurden jeweils die Matrixelemente
in das Interval \([0,1]\) reskaliert.}
\label{fig:graubei}
\end{figure}
Im ersten Schritt wird die Projektion~\ref{fig:theory-projection} des
Ausgangsbildes~\ref{fig:theory-source} aus Verschiedenen Winkeln
berechenet. Dabei wurden die diagonalen entsprechend gewichtet.
\begin{equation}
\label{eq:proj}
\mathfrak{M}_0 =
\begin{pmatrix}
0 & 0 & 0 & 0 & 2\\
0 & 9 & 0 & 0 & 0\\
0 & 0 & 0 & 0 & 0\\
0 & 7 & 0 & 8 & 0\\
0 & 0 & 0 & 0 & 0\\
\end{pmatrix}
\implies
\left(
\begin{array}{ccccc|c}
0. & 16. & 0. & 8. & 2 & 0^\circ\\
2.73 & 4.95 & 15.47 & 0.68 & 0.28 & 45^\circ\\
0. & 15. & 0. & 9. & 2. & 90^\circ\\
3.12 & 5.24 & 8.19 & 5.85 & 3.51 & 135^\circ\\
\end{array}\right) = \mathfrak{P}_0
\end{equation}
Ein gefiltertes Sinogram~\ref{fig:theory-convoluted} ergibt sich durch
Faltung der Zeilen von \(\mathfrak{M}_0\) mit
\(F = \mqty(-.1 & .25 & -.1)\).
\begin{equation}
\label{eq:filter}
\mathfrak{M}_1 = \mathfrak{M}_0 * F =
\begin{pmatrix}
-1.6 & 4. & -2.4 & 1.8 & -0.3\\
0.188 & -0.583 & 3.304 & -1.405 & 0.002\\
-1.5 & 3.75 & -2.4 & 2.05 & -0.4\\
0.256 & 0.179 & 0.938 & 0.293 & 0.292\\
\end{pmatrix}
\end{equation}
Die R\"uckprojektion des Einfachen sinogramms
ergib~\ref{fig:theory-rec_simple}.
{\footnotesize
\setlength{\arraycolsep}{2.5pt}
\begin{align}
\label{eq:simplerepr}
\overbrace{\begin{pmatrix}
0. & 16. & 0. & 8. & 2.\\
0. & 16. & 0. & 8. & 2.\\
0. & 16. & 0. & 8. & 2.\\
0. & 16. & 0. & 8. & 2.\\
0. & 16. & 0. & 8. & 2.\\
\end{pmatrix}}^{0^\circ} & + \frac{1}{2}\overbrace{\begin{pmatrix}
15.864 & 8.408 & 0.837 & 0.287 & 0.076\\
12.636 & 15.864 & 8.408 & 0.837 & 0.287\\
6.569 & 12.636 & 15.864 & 8.408 & 0.837\\
2.78 & 6.569 & 12.636 & 15.864 & 8.408\\
0.737 & 2.78 & 6.569 & 12.636 & 15.864\\
\end{pmatrix}}^{45^\circ} \nonumber \\ + \overbrace{\begin{pmatrix}
2. & 2. & 2. & 2. & 2.\\
9. & 9. & 9. & 9. & 9.\\
0. & 0. & 0. & 0. & 0.\\
15. & 15. & 15. & 15. & 15.\\
0. & 0. & 0. & 0. & 0.\\
\end{pmatrix}}^{90^\circ} &+ \frac{1}{2}\overbrace{\begin{pmatrix}
0.842 & 3.172 & 7.12 & 9.283 & 8.966\\
3.172 & 7.12 & 9.283 & 8.966 & 9.886\\
7.12 & 9.283 & 8.966 & 9.886 & 8.003\\
9.283 & 8.966 & 9.886 & 8.003 & 3.569\\
8.966 & 9.886 & 8.003 & 3.569 & 0.948\\
\end{pmatrix}}^{135^\circ}\nonumber \\
& = \begin{pmatrix}
10.353 & 23.79 & 5.978 & 14.785 & 8.521\\
16.904 & 36.492 & 17.845 & 21.902 & 16.087\\
6.844 & 26.959 & 12.415 & 17.147 & 6.42\\
21.031 & 38.768 & 26.261 & 34.933 & 22.988\\
4.852 & 22.333 & 7.286 & 16.102 & 10.406\\
\end{pmatrix} = \mathfrak{M}_1
\end{align}}
Aus dem gefilterten Sinogram ergibt sich auf \"ahnliche
Weise~\ref{fig:theory-rec_filtered}
{\footnotesize
\setlength{\arraycolsep}{2.5pt}
\begin{align}
\label{eq:simplerepr}
\overbrace{\begin{pmatrix}
-1.6 & 4. & -2.4 & 1.8 & -0.3\\
-1.6 & 4. & -2.4 & 1.8 & -0.3\\
-1.6 & 4. & -2.4 & 1.8 & -0.3\\
-1.6 & 4. & -2.4 & 1.8 & -0.3\\
-1.6 & 4. & -2.4 & 1.8 & -0.3\\
\end{pmatrix}}^{0^\circ} & + \frac{1}{2}\overbrace{\begin{pmatrix}
3.165 & 0.261 & -1.305 & -0.012 & 0.001\\
1.076 & 3.165 & 0.261 & -1.305 & -0.012\\
-0.407 & 1.076 & 3.165 & 0.261 & -1.305\\
0.182 & -0.407 & 1.076 & 3.165 & 0.261\\
0.051 & 0.182 & -0.407 & 1.076 & 3.165\\
\end{pmatrix}}^{45^\circ} \nonumber \\ +
\overbrace{\begin{pmatrix}
-0.4 & -0.4 & -0.4 & -0.4 & -0.4\\
2.05 & 2.05 & 2.05 & 2.05 & 2.05\\
-2.4 & -2.4 & -2.4 & -2.4 & -2.4\\
3.75 & 3.75 & 3.75 & 3.75 & 3.75\\
-1.5 & -1.5 & -1.5 & -1.5 & -1.5\\
\end{pmatrix}}^{90^\circ} &+ \frac{1}{2}\overbrace{\begin{pmatrix}
0.069 & 0.258 & 0.351 & 0.646 & 0.972\\
0.258 & 0.351 & 0.646 & 0.972 & 0.759\\
0.351 & 0.646 & 0.972 & 0.759 & 0.486\\
0.646 & 0.972 & 0.759 & 0.486 & 0.295\\
0.972 & 0.759 & 0.486 & 0.295 & 0.079\\
\end{pmatrix}}^{135^\circ}\nonumber \\
&= \begin{pmatrix}
-0.383 & 3.86 & -3.277 & 1.717 & -0.214\\
1.117 & 7.808 & 0.104 & 3.683 & 2.123\\
-4.028 & 2.461 & -2.732 & -0.09 & -3.11\\
2.564 & 8.032 & 2.267 & 7.375 & 3.728\\
-2.589 & 2.97 & -3.861 & 0.985 & -0.178\\
\end{pmatrix} = \mathfrak{M}_2
\end{align}
}
Es ist zu erkennen, das in beiden rekonstruktionen die starken Signale
\((1,1),\,(3,1),\,(3,3)\) klar zu identifizerien, wenngleich die
Unterschiede in der signalst\"arke nicht im urspr\"unglichen
Verh\"altniss stehen. Die gefilterte R\"uckprojektion weist in den
Randfeldern und im Mittleren Feld einen h\"oheren Kontrast auf,
erzeugt aber dennoch nur ein geringf\"ugig besseres und in manchen
Bereichen (Ecken) sogar ein schlechteres Bild. Das schwache Signal
\((0,4)\) wurde in beiden F\"allen nicht rekonstruiert. F\"uhrt man
die Rechnung ohne diesen Punkt aus, ergibt sich kaum ein
Unterschied. Schwache Signale werden also nicht gut reproduziert.
\newpage
\section{Verzeichnisse}
\label{sec:literatur}
\listoffigures
\listoftables
\printbibliography
\end{document}