From abd9fd441dc3237ff50f45bab37cec100e7662bf Mon Sep 17 00:00:00 2001
From: Jan Wille <jan.wille@stud.hs-hannover.de>
Date: Sun, 11 Sep 2022 21:45:50 +0200
Subject: [PATCH] deep learning

---
 .vscode/ltex.dictionary.de-DE.txt |   4 ++
 Bachelorarbeit.pdf                | Bin 3715856 -> 3719997 bytes
 "bib/Glossareintr\303\244ge.tex"  |   9 ++--
 chap/standdertechnik.tex          |  70 +++++++++++++++---------------
 4 files changed, 45 insertions(+), 38 deletions(-)

diff --git a/.vscode/ltex.dictionary.de-DE.txt b/.vscode/ltex.dictionary.de-DE.txt
index eff374b..01263fa 100644
--- a/.vscode/ltex.dictionary.de-DE.txt
+++ b/.vscode/ltex.dictionary.de-DE.txt
@@ -70,3 +70,7 @@ Jetson
 Nano
 image
 fehlklassifiziert
+Deep-Learning
+Convolutional
+Deep-Learning-Methoden
+unterschdilcihsten
diff --git a/Bachelorarbeit.pdf b/Bachelorarbeit.pdf
index e8c62179aad8b4814d341464e43975a5e819aab1..a0fc176582282bec62f6e684669374a91457b6d4 100644
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diff --git "a/bib/Glossareintr\303\244ge.tex" "b/bib/Glossareintr\303\244ge.tex"
index a84e8b3..3dddf56 100644
--- "a/bib/Glossareintr\303\244ge.tex"
+++ "b/bib/Glossareintr\303\244ge.tex"
@@ -98,7 +98,8 @@
 	plural={Bildkoordinaten},
 	description={
 		Ein 3D-Koordinatensystem, das die gesamte Scene/Welt des derzeitigen Systems umfasst.
-	}
+	},
+	sort={koordinaten-welt}
 }
 
 \newglossaryentry{Objekt-coords}{
@@ -108,7 +109,8 @@
 	description={
 		Ein 3D-Koordinatensystem welches relativ zum Fahrzeug/Objekt liegt. Es bewegt sich mit dem Fahrzeug und hat seinen Uhrsprung im/nahe am
 		Fahrzeug.
-	}
+	},
+	sort={koordinaten-fahrzeug}
 }
 
 \newglossaryentry{Bild-coords}{
@@ -118,7 +120,8 @@
 	description={
 		Ein Koordinatensystem welches die sicht der Kamera Widerspiegelt. X- und Y-Koordinaten korrospondieren dabei zu pixelkoordinaten und die
 		Z-Achse stellt die Entfernung zur Kamera dar.
-	}
+	},
+	sort={koordinaten-bild}
 }
 
 \newglossaryentry{ROI}{
diff --git a/chap/standdertechnik.tex b/chap/standdertechnik.tex
index e80bb65..5513464 100644
--- a/chap/standdertechnik.tex
+++ b/chap/standdertechnik.tex
@@ -37,6 +37,7 @@
 				\label{fig: genersich}
 			\end{figure}
 
+			\pagebreak
 			Bei den sogenannten Features handelt es sich um spezifische, möglichst eindeutige Muster im Bild. Im Fall von Fahrspurmarkierungen sind
 			dies meist Kannten und Ecken ebendieser. Häufig wird hier der \gls{canny} eingesetzt, der von John Canny
 			\cite{Canny:computationAlapproachEdgeDetection} entwickelt wurde. Dieser Algorithmus ist sehr gut zum Identifizieren von Kantenpixeln
@@ -60,41 +61,40 @@
 			Transformation wurde aber bereits im Voraus als zu rechenintensiv ausgeschlossen.
 
 
-		\subsection{Deep Learning Ansätze}
-
-			Alternativ zu den traditionellen Ansätzen gibt es die neuen Deep Learning Methoden. Hier werden sogenannte \emph{Convolutional Neural
-			Networks} (kurz \emph{CNN}) verwendet. Diese Netzwerke bestehen aus mehreren Schichten, welche von einem Eingangsbild nacheinander
-			durchlaufen werden.
-
-		\todo[inline]{
-			Was ist das? \\
-			Warum hier nicht? \\
-			Was ist ungeeignet?
-		}
-
-	% \section{Lochkamera Modell} \label{sec: pinhole model}
-
-	% 	\begin{align} \label{eq: camera}
-	% 			\begin{pmatrix}
-	% 				u \\ v \\ 1
-	% 			\end{pmatrix}
-	% 			&=
-	% 			\begin{pmatrix}
-	% 				f_x & 0 & c_x \\
-	% 				0 & f_y & c_y \\
-	% 				0 &   0 &   1 \\
-	% 			\end{pmatrix}
-	% 			\begin{pmatrix}
-	% 				r_{11} & r_{12} &r_{13} & t_1 \\
-	% 				r_{21} & r_{22} &r_{23} & t_2 \\
-	% 				r_{31} & r_{32} &r_{33} & t_3 \\
-	% 			\end{pmatrix}
-	% 			\begin{pmatrix}
-	% 				x \\ y \\ z \\ 1
-	% 			\end{pmatrix}
-	% 			\\
-	% 			p &= K \cdot T[RT] \cdot
-	% 	\end{align}
+		\subsection{Deep-Learning Ansätze}
+
+			Alternativ zu den traditionellen Ansätzen wird in den letzten Jahren vor allem an den sogenannten Deep-Learning-Methoden geforscht. Hier
+			werden Neurale Netze verwendet, um Lösungen für besonders schwierigen Situationen wie extremen Lichtverhältnissen oder stark verwitterte
+			Spurmarkierungen zu finden.
+
+			Diese Netzwerke können mittels eines großen Datensatzes an Bildern trainiert werden, um unter unterschiedlichsten, unvorhersehbaren
+			Bedingungen noch Ergebnisse zu erhalten. Dabei gilt, je größer und vielfältiger der Trainingsdatensatz, umso wahrscheinlicher erzielt das
+			trainierte Netzwerk gute Ergebnisse. \cite{survey:deepLeraningInLanemarkerdetection} vergleicht frei verfügbare Datensätze und liefert
+			eine Übersicht für welche Anwendungen diese sich eigen.
+
+			Der generelle Detektierungsablauf ist auch bei Deep-Learning-Methoden der in \autoref{fig: genersich} dargestellte. Je nach Methode und
+			Netzwerk können aber mehrere Schritte vom selben Netzwerk erledigt oder mehrere Netzwerke für die einzelnen Schritte verwendet werden.
+
+			In den letzten Jahren wurden unterschiedlichste Arten von Neuralen Netzen für die Detektion von Spurmarkierungen entwickelt und erprobt.
+			Vier unterschiedliche Netzwerkarten, deren Verwendungszweck und Vorteile, sowie ein Vergleich der Ergebnisse ist in
+			\cite{review:landeDetectionMethodes-deepLearning} nachzulesen. Dort wurden Genauigkeiten von $97\,\percent$ erreicht, allerdings war die
+			Generalisierung der getesteten Modelle nicht immer zuverlässig.
+
+			Der in \cite{survey:deepLeraningInLanemarkerdetection} erstellte Vergleich kommt zu sehr ähnlichen Ergebnissen. Zusätzlich wurde hier die
+			Performance der Netzwerke untersucht und angegeben, wie viele Bilder pro Sekunde verarbeitet werden können. Hier haben sich einige
+			Methoden als sehr viel schneller herausgestellt.
+
+			\medskip
+			Ein großer Nachteil aller Deep-Learning-Methoden ist die benötigen hohe Rechenleistung. Bereist das Training der Netzwerke erfordert einen
+			existierenden, ausreichen großen Datensatz und viel Zeit und Rechenleitung. Aber auch zur Nutzung der fertig trainierten Netzwerkes ist
+			wieder einiges an Rechenleitung notwendig. Hier kann zwar die GPU zu Hilfe genommen werden, es ist aber ein Nachteil gegenüber den
+			traditionellen Ansätzen.
+
+			Dies ist insbesondere für den Anwendungsfall dieser Arbeit ein Problem. Die Ressourcen des JetBots sollen so wenig wie möglich belastet
+			werden, damit dieses mit weiten Anwendungen geteilt werden können. Da einige potenzielle Anwendungen auf die Verwendung von Neuralen
+			Netzen angewehten sind, ist insbesondere die GPU sehr sparsam zu benutzen.
+
+			Daher ist für diese Arbeit die Verwendung von Deep-Learning nicht sinnvoll und findet keine Anwendung.
 
 
 	\section{OpenCV} \label{sec: opencv}
-- 
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