From 619e041a27a284755cb9f39c12864915948c7803 Mon Sep 17 00:00:00 2001
From: Jan Wille <jan.wille@stud.hs-hannover.de>
Date: Tue, 26 Apr 2022 22:15:52 +0200
Subject: [PATCH] subsection Binarisierung

---
 .vscode/ltex.dictionary.de-DE.txt           |   3 +++
 .vscode/ltex.hiddenFalsePositives.de-DE.txt |   1 +
 Praxisbericht.tex                           |  20 +++++++++++++++++++-
 img/binary.png                              | Bin 0 -> 115206 bytes
 4 files changed, 23 insertions(+), 1 deletion(-)
 create mode 100644 img/binary.png

diff --git a/.vscode/ltex.dictionary.de-DE.txt b/.vscode/ltex.dictionary.de-DE.txt
index 1a2cdd2..0f5304b 100644
--- a/.vscode/ltex.dictionary.de-DE.txt
+++ b/.vscode/ltex.dictionary.de-DE.txt
@@ -8,3 +8,6 @@ Objektivlänge
 PoE
 Tesseract
 Flag
+OpenCV
+Otsu
+Binarisierungsschritte
diff --git a/.vscode/ltex.hiddenFalsePositives.de-DE.txt b/.vscode/ltex.hiddenFalsePositives.de-DE.txt
index ba1eb4c..d1ad9ec 100644
--- a/.vscode/ltex.hiddenFalsePositives.de-DE.txt
+++ b/.vscode/ltex.hiddenFalsePositives.de-DE.txt
@@ -11,3 +11,4 @@
 {"rule":"DE_CASE","sentence":"^\\Q[Originalbild direkt von der Kamera] [Gefiltertes Bild] Vergleich eines Bildes vor und nach der Filterung\\E$"}
 {"rule":"GERMAN_SPELLER_RULE","sentence":"^\\QDer erste Filterschritt entfernt die sogenannten Salt&Pepper Störungen.\\E$"}
 {"rule":"GERMAN_SPELLER_RULE","sentence":"^\\QDiese Funktionalität ist in der Funktion preprocessing.smooth_image() implementiert, welche ein Bild als Parameter annimmt und die gefilterte Version zurückgibt.\\E$"}
+{"rule":"GERMAN_SPELLER_RULE","sentence":"^\\QImplementiert ist dies in der Funktion preprocessing.make_binary_image().\\E$"}
diff --git a/Praxisbericht.tex b/Praxisbericht.tex
index daa084d..eb810b5 100644
--- a/Praxisbericht.tex
+++ b/Praxisbericht.tex
@@ -183,9 +183,27 @@
 
 				\autoref{fig: filterung} zeigt einen direkten Vergleich vor und nach der Filterung. Wie man sieht, sind die kleinen Störungen alle
 				herausgefiltert, das Bild ist aber etwas Unschärfer geworden. Das ist aber notwendig um die Ergebnisse der nachfolgenden Schritte zu
-				verbessern.
+				verbessern. Implementiert ist dies in der Funktion \lstinline{preprocessing.make_binary_image()}.
 
 			\subsection{Binarisierung} \label{sub: binarysation}
+				Als Nächstes wird das Bild Binarisiert. Das Bild wird also auf nur zwei Farben heruntergebrochen, in dem nur noch die prominenten
+				Features enthalten sind.
+
+				Dazu wird ein in OpenCV fertig implementiert Algorithmus namens \emph{Otsu} verwendet. Dieser ermittelt automatisch einen geeigneten
+				Grenzwert und färbt dunklere Bereiche schwarz und hellere Bereich weiß.
+
+				Durch Test hat sich ergeben, dass die Beleuchtung und andere Faktoren so unterschiedliche sein können, dass mehrere
+				Binarisierungsschritte notwendig sind. Dazu wird anhand des ersten Grenzwertes ein Teil des Bildes weiß eingefärbt und dann ein
+				zweiter Grenzwert bestimmt. Ein Beispiel ist in \autoref{fig: binarysation} gezeigt.
+
+				\begin{figure}
+					\subfigure[Gefiltertes Bild]{\includegraphics[width=0.475\textwidth]{img/smoothed.png}}
+					\hfill
+					\subfigure[Binarisiertes Bild]{\includegraphics[width=0.475\textwidth]{img/binary.png}}
+					\caption{Vergleich eines Bildes vor und nach der Binarisierung} \label{fig: binarysation}
+				\end{figure}
+
+
 			\subsection{Morphologische Operationen} \label{sub: morph}
 			\subsection{Finden und filtern von Konturen} \label{sub: contours}
 			\subsection{Rotieren der gefundenen Sektionen} \label{sub: rotate}
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HcmV?d00001

-- 
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