main.tex

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% Masters/Doctoral Thesis 
% LaTeX Template
% Version 2.5 (27/8/17)
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% This template was downloaded from:
% http://www.LaTeXTemplates.com
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% Version 2.x major modifications by:
% Vel (vel@latextemplates.com)
%
% This template is based on a template by:
% Steve Gunn (http://users.ecs.soton.ac.uk/srg/softwaretools/document/templates/)
% Sunil Patel (http://www.sunilpatel.co.uk/thesis-template/)
%
% Template license:
% CC BY-NC-SA 3.0 (http://creativecommons.org/licenses/by-nc-sa/3.0/)
%
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%	PACKAGES AND OTHER DOCUMENT CONFIGURATIONS
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\documentclass[
12pt, % The default document font size, options: 10pt, 11pt, 12pt
%oneside, % Two side (alternating margins) for binding by default, uncomment to switch to one side
english, % ngerman for German
onehalfspacing, % Single line spacing, alternatives: onehalfspacing or doublespacing
%draft, % Uncomment to enable draft mode (no pictures, no links, overfull hboxes indicated)
%nolistspacing, % If the document is onehalfspacing or doublespacing, uncomment this to set spacing in lists to single
%liststotoc, % Uncomment to add the list of figures/tables/etc to the table of contents
%toctotoc, % Uncomment to add the main table of contents to the table of contents
%parskip, % Uncomment to add space between paragraphs
%nohyperref, % Uncomment to not load the hyperref package
headsepline, % Uncomment to get a line under the header
%chapterinoneline, % Uncomment to place the chapter title next to the number on one line
%consistentlayout, % Uncomment to change the layout of the declaration, abstract and acknowledgements pages to match the default layout
]{MastersDoctoralThesis} % The class file specifying the document structure
\usepackage{pgfgantt}
\usepackage[labelfont=bf]{caption}
\usepackage{rotating}
\usepackage{tikz}
\usepackage[utf8]{inputenc} % Required for inputting international characters
\usepackage[T1]{fontenc} % Output font encoding for international characters
\usepackage{listings}

\usepackage{mathptmx} % Use the Palatino font by default

\usepackage[backend=bibtex,style=bwl-FU,natbib=true]{biblatex} % Use the bibtex backend with the authoryear citation style (which resembles APA)

\addbibresource{example.bib} % The filename of the bibliography

\usepackage[autostyle=true]{csquotes} % Required to generate language-dependent quotes in the bibliography


%----------------------------------------------------------------------------------------
%	MARGIN SETTINGS
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\geometry{
	paper=a4paper, % Change to letterpaper for US letter
	inner=2.5cm, % Inner margin
	outer=3.8cm, % Outer margin
	bindingoffset=.5cm, % Binding offset
	top=1.5cm, % Top margin
	bottom=1.5cm, % Bottom margin
	%showframe, % Uncomment to show how the type block is set on the page
}

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%	THESIS INFORMATION
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\thesistitle{Deep Convolutional Neural Network for Spatial Temporal Human Action Recognition} % Your thesis title, this is used in the title and abstract, print it elsewhere with \ttitle
\supervisor{Prof. Gu \textsc{Fang}} % Your supervisor's name, this is used in the title page, print it elsewhere with \supname
\examiner{} % Your examiner's name, this is not currently used anywhere in the template, print it elsewhere with \examname
\degree{Bachelor of Robotics and Mechatronics Engineering (Honours)} % Your degree name, this is used in the title page and abstract, print it elsewhere with \degreename
\author{Sami \textsc{arja}} % Your name, this is used in the title page and abstract, print it elsewhere with \authorname
\addresses{} % Your address, this is not currently used anywhere in the template, print it elsewhere with \addressname

\subject{Engineering Thesis} % Your subject area, this is not currently used anywhere in the template, print it elsewhere with \subjectname
\keywords{} % Keywords for your thesis, this is not currently used anywhere in the template, print it elsewhere with \keywordnames
\university{\href{https://www.westernsydney.edu.au/}{Western Sydney University}} % Your university's name and URL, this is used in the title page and abstract, print it elsewhere with \univname
\department{\href{https://www.westernsydney.edu.au/}{Western Sydney University}} % Your department's name and URL, this is used in the title page and abstract, print it elsewhere with \deptname
\group{\href{https://www.westernsydney.edu.au/}{School of Computing, Engineering and Mathematics}} % Your research group's name and URL, this is used in the title page, print it elsewhere with \groupname
\faculty{\href{https://www.westernsydney.edu.au/}{School of Computing, Engineering and Mathematics}} % Your faculty's name and URL, this is used in the title page and abstract, print it elsewhere with \facname

\AtBeginDocument{
\hypersetup{pdftitle=\ttitle} % Set the PDF's title to your title
\hypersetup{pdfauthor=\authorname} % Set the PDF's author to your name
\hypersetup{pdfkeywords=\keywordnames} % Set the PDF's keywords to your keywords
}

\begin{document}

\frontmatter % Use roman page numbering style (i, ii, iii, iv...) for the pre-content pages

\pagestyle{plain} % Default to the plain heading style until the thesis style is called for the body content

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%	TITLE PAGE
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\begin{titlepage}
\begin{center}

\vspace*{.06\textheight}
{\scshape\LARGE \univname\par}\vspace{1.5cm} % University name
\textsc{\Large Bachelor Thesis}\\[0.5cm] % Thesis type

\HRule \\[0.4cm] % Horizontal line
{\huge \bfseries \ttitle\par}\vspace{0.4cm} % Thesis title
\HRule \\[1.5cm] % Horizontal line
 
\begin{minipage}[t]{0.4\textwidth}
\begin{flushleft} \large
\emph{Author:}\\
\href{https://github.com/samiarja}{\authorname} % Author name - remove the \href bracket to remove the link
\end{flushleft}
\end{minipage}
\begin{minipage}[t]{0.4\textwidth}
\begin{flushright} \large
\emph{Supervisor:} \\
\href{https://www.westernsydney.edu.au/staff_profiles/uws_profiles/associate_professor_gu_fang}{\supname} % Supervisor name - remove the \href bracket to remove the link  
\end{flushright}
\end{minipage}\\[3cm]
 
\vfill

\large A thesis submitted for the degree of\\ \degreename\\[0.2cm] % University requirement text
in the\\[0.4cm]
\groupname\\\deptname\\[1cm] % Research group name and department name
 
\vfill

June 2019\\[4cm] % Date
%\includegraphics{Logo} % University/department logo - uncomment to place it
 
\vfill
\end{center}
\end{titlepage}

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%	DECLARATION PAGE
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\begin{declaration}
\addchaptertocentry{\authorshipname} % Add the declaration to the table of contents

\noindent I, \authorname, declare that this thesis titled, \textcolor{red}{\enquote{\ttitle}}contains no material that has been accepted for the award of any other degree or diploma and that, to the best of my knowledge and belief, this thesis contains no material previously published or written by another person, expect when due reference is made in the text of this thesis.

\noindent Signed: \textbf{S.ElArja}\\
\rule[0.5em]{25em}{0.5pt} % This prints a line for the signature
 
\noindent Date: \textbf{3/06/2019}\\
\rule[0.5em]{25em}{0.5pt} % This prints a line to write the date
\end{declaration}


\cleardoublepage

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%	QUOTATION PAGE
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%	ABSTRACT PAGE
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%	ACKNOWLEDGEMENTS
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\begin{acknowledgements}
\addchaptertocentry{\acknowledgementname} % Add the acknowledgements to the table of contents
\hspace{5mm} Foremost, I would like to like to express my sincere gratitude to my supervisor Professor Gu Fang for his continuous support throughout my thesis and research. I am grateful for the many interesting discussions we had together and for his persistence in guiding me forwards with this work. Your willingness to help me solve problems and think outside the box provided me with the tools I need to complete my work. I also send thanks to many researchers at Western Sydney University for there interesting research ideas and professional advice.\\

Throughout my 5 years of study of Western Sydney University, I have received support from many fellow student and research fellows who also helped me during hardships and difficulties at the University. This degree opened up for me the door to work in my field and meet very interesting and smart people, it also gave me the opportunity to conduct further study and research and possibly enrol in high degree research.\\

Last but certainly not the least, I would like to thank my parents for believing in me and supporting me in every way for my entire degree\ldots
\end{acknowledgements}

%----------------------------------------------------------------------------------------
%	LIST OF CONTENTS/FIGURES/TABLES PAGES
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\tableofcontents % Prints the main table of contents

\listoffigures % Prints the list of figures

\listoftables % Prints the list of tables

%----------------------------------------------------------------------------------------
%	ABBREVIATIONS
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\begin{abbreviations}{ll} % Include a list of abbreviations (a table of two columns)

\textbf{AAL} & \textbf{A}mbient \textbf{A}ssisted \textbf{L}iving\\
\textbf{CFG} & \textbf{C}ontext \textbf{F}ee \textbf{G}rammars\\
\textbf{CNN } & \textbf{C}onvolutional \textbf{N}eural \textbf{N}etworks\\
\textbf{DBN} & \textbf{D}ynamic \textbf{B}ayesian \textbf{N}etworks\\
\textbf{DTR} & \textbf{D}ynamic \textbf{T}ime \textbf{W}arping\\
\textbf{GAN} & \textbf{G}enerative \textbf{A}dversarial \textbf{N}etworks\\
\textbf{GPU} & \textbf{G}raphic \textbf{P}rocessing \textbf{U}nit\\
\textbf{GAP} & \textbf{G}lobal \textbf{A}verage \textbf{Pooling}\\
\textbf{GMM} & \textbf{G}aussian \textbf{M}ixture \textbf{M}odel\\
\textbf{HAR} & \textbf{H}uman \textbf{A}ctions \textbf{R}ecognition\\
\textbf{HCI} & \textbf{H}uman \textbf{C}omputer \textbf{I}nteraction\\
\textbf{HCRF} & \textbf{H}idden \textbf{C}onditional \textbf{R}andom \textbf{F}ields\\
\textbf{HIR} & \textbf{H}uman \textbf{I}nteraction \textbf{R}ecognition\\
\textbf{HMM} & \textbf{H}idden \textbf{M}arkov \textbf{M}odel\\
\textbf{HRI} & \textbf{H}uman \textbf{R}obot \textbf{I}nteraction\\
\textbf{IOT} & \textbf{I}nternet \textbf{O}f \textbf{T}hings\\
\textbf{KNN} & \textbf{K} \textbf{N}earest \textbf{N}eighbors\\
\textbf{LSTM} & \textbf{L}ong \textbf{S}hort \textbf{T}erm \textbf{M}emory\\
\textbf{MAP} & \textbf{M}ax \textbf{P}osterior \textbf{P}robability\\
\textbf{MEI} & \textbf{M}otion \textbf{E}nergy \textbf{I}mage\\
\textbf{MHI} & \textbf{M}otion \textbf{H}istory \textbf{I}mage\\
\textbf{ML} & \textbf{M}achine \textbf{L}earning\\
\textbf{MLE} & \textbf{M}aximum \textbf{L}ikelihood \textbf{E}stimation\\
\textbf{OOP} & \textbf{O}bject \textbf{O}riented \textbf{P}rogramming\\
\textbf{PCA} & \textbf{P}rincipal \textbf{C}omponents \textbf{A}nalysis\\
\textbf{RAS} & \textbf{R}obotics \textbf{A}utomation \textbf{S}ystem\\
\textbf{RBM} & \textbf{R}estricted \textbf{B}oltzmann \textbf{M}achine\\
\textbf{RELU} & \textbf{R}ectified \textbf{L}inear \textbf{U}nit\\
\textbf{RNN} & \textbf{R}ecurrent \textbf{N}eural \textbf{N}etworks\\
\textbf{ROI} & \textbf{R}egion \textbf{O}f \textbf{I}nterest\\
\textbf{SCFG} & \textbf{S}tochastic \textbf{C}ontext \textbf{F}ee \textbf{G}rammars\\
\textbf{STIP} & \textbf{S}patial \textbf{T}emporal \textbf{I}nterest \textbf{P}oint\\
\textbf{SGD} & \textbf{S}tochastic \textbf{G}radient \textbf{D}escent\\
\textbf{SVD} & \textbf{S}upport \textbf{V}ector \textbf{M}achine\\
\textbf{SVM} & \textbf{S}ingular \textbf{V}alue \textbf{D}ecomposition\\
\textbf{TF} & \textbf{T}ensor \textbf{F}low\\
\textbf{VAE} & \textbf{V}ariational \textbf{A}uto \textbf{E}ncoders

\end{abbreviations}

%----------------------------------------------------------------------------------------
%	PHYSICAL CONSTANTS/OTHER DEFINITIONS
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%	DEDICATION
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%----------------------------------------------------------------------------------------
%	THESIS CONTENT - CHAPTERS
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\mainmatter % Begin numeric (1,2,3...) page numbering

\pagestyle{thesis} % Return the page headers back to the "thesis" style

% Include the chapters of the thesis as separate files from the Chapters folder
% Uncomment the lines as you write the chapters

\include{Chapters/Chapter1}
%\include{Chapters/Chapter2} 
%\include{Chapters/Chapter3}
%\include{Chapters/Chapter4} 
%\include{Chapters/Chapter5} 

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%	THESIS CONTENT - APPENDICES
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%	BIBLIOGRAPHY
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\printbibliography[heading=bibintoc,title={References}]

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\end{document}