diff --git a/sonstiges/tex/ue4sim.tex b/sonstiges/tex/ue4sim.tex new file mode 100644 index 0000000..2564d97 --- /dev/null +++ b/sonstiges/tex/ue4sim.tex @@ -0,0 +1,122 @@ +\RequirePackage{pdf14} +\documentclass{beamer} +\usepackage[T1]{fontenc} +\usepackage[utf8]{inputenc} +\usepackage[english]{babel} +%\usepackage{paralist} +%\useoutertheme{infolines} +\usepackage{graphicx} +\usepackage{hyperref} +\usepackage{listings} +\usepackage{color} +\usepackage{textcomp} +\usepackage[german=quotes]{csquotes} +\usetheme{Warsaw} +\usecolortheme{crane} +\pagenumbering{arabic} +\def\thesection{\arabic{section})} +\def\thesubsection{\alph{subsection})} +\def\thesubsubsection{(\roman{subsubsection})} +\setbeamertemplate{navigation symbols}{} +\graphicspath{ {src/} {/home/jim/Pictures/} } + +\definecolor{mygreen}{rgb}{0,0.6,0} +\definecolor{mygray}{rgb}{0.5,0.5,0.5} +\definecolor{mymauve}{rgb}{0.58,0,0.82} + +\MakeOuterQuote{"} + +%\definecolor{craneorange}{RGB}{61,61,61} +%\definecolor{craneblue}{RGB}{255,255,255} + +\lstset{ % + backgroundcolor=\color{white}, % choose the background color; you must add \usepackage{color} or \usepackage{xcolor} + basicstyle=\footnotesize, % the size of the fonts that are used for the code + breakatwhitespace=false, % sets if automatic breaks should only happen at whitespace + breaklines=true, % sets automatic line breaking + captionpos=b, % sets the caption-position to bottom + commentstyle=\color{mygray}, % comment style + deletekeywords={}, % if you want to delete keywords from the given language + escapeinside={\%*}{*)}, % if you want to add LaTeX within your code + extendedchars=true, % lets you use non-ASCII characters; for 8-bits encodings only, does not work with UTF-8 + keepspaces=true, % keeps spaces in text, useful for keeping indentation of code (possibly needs columns=flexible) + keywordstyle=\color{blue}, % keyword style + language=PHP, % the language of the code + morekeywords={class, function, return, protected, public, private, const, static, new, extends, namespace, null}, % if you want to add more keywords to the set + numbers=left, % where to put the line-numbers; possible values are (none, left, right) + numbersep=5pt, % how far the line-numbers are from the code + numberstyle=\tiny\color{mygray}, % the style that is used for the line-numbers + rulecolor=\color{black}, % if not set, the frame-color may be changed on line-breaks within not-black text (e.g. comments (green here)) + showspaces=false, % show spaces everywhere adding particular underscores; it overrides 'showstringspaces' + showstringspaces=false, % underline spaces within strings only + showtabs=false, % show tabs within strings adding particular underscores + stepnumber=2, % the step between two line-numbers. If it's 1, each line will be numbered + stringstyle=\color{mygreen}, % string literal style + tabsize=2, % sets default tabsize to 2 spaces + title=\lstname % show the filename of files included with \lstinputlisting; also try caption instead of title +} + +\hypersetup{ + pdfauthor=Jim Martens, + pdfstartview=Fit +} + +\expandafter\def\expandafter\insertshorttitle\expandafter{% + \raggedleft \insertframenumber\,/\,\inserttotalframenumber\;} + +\begin{document} +\author{Jim Martens} +\title{UE4Sim} +\date{\today} + +\begin{frame} + \titlepage +\end{frame} + +\begin{frame}{Problem} + \begin{itemize} + \item enough realistic training data is hard to come by + \vfill + \item human labelling is expensive + \vfill + \item data about some situations cannot be collected in real world + in a controllable manner + \end{itemize} +\end{frame} + +\begin{frame}{Contribution} + \begin{enumerate} + \item end-to-end physics-based, fully customizable, open-source simulator + environment for CV community working on autonomous navigation, + tracking and a wide variety of other applications + \vfill + \item customizable synthetic world generation system + \vfill + \item novel approach for tracker evaluation with a high-fidelity real-time + visual tracking simulator + \vfill + \item novel, robust deep learning based approach for autonomous driving + that is flexible and doesn't require manually collected data + \end{enumerate} +\end{frame} + +\begin{frame}{Method \& Results} + Autonomous driving: + \begin{itemize} + \item deep neural network only for pathway estimation + \item generalizes well and performs better than humans + \end{itemize} +\end{frame} + +\begin{frame}{Usage} + \begin{itemize} + \item the simulator can be used to generate realistic scenarios + \vfill + \item DNN approach for autonomous driving could be adapted for robots + \vfill + \item generalizability could be far better than existing networks trained + with existing dataset + \end{itemize} +\end{frame} + +\end{document}