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word paper is verbouwd naar LaTeX

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Wouter Horlings 9 年之前
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共有 5 個檔案被更改,包括 64 行新增57 行删除
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      content/conclusion.tex
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      content/introduction.tex
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      content/results.tex
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      introduction-to-biometrics-paper.tex

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content/conclusion.tex 查看文件

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\section{conclusion}

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content/introduction.tex 查看文件

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\section{Introduction}
% The very first letter is a 2 line initial drop letter followed
% by the rest of the first word in caps.
%
% form to use if the first word consists of a single letter:
% \IEEEPARstart{A}{demo} file is ....
%
% form to use if you need the single drop letter followed by
% normal text (unknown if ever used by the IEEE):
% \IEEEPARstart{A}{}demo file is ....
%
% Some journals put the first two words in caps:
% \IEEEPARstart{T}{his demo} file is ....
%
% Here we have the typical use of a "T" for an initial drop letter
% and "HIS" in caps to complete the first word.
\IEEEPARstart{T}{his} demo file is intended to serve as a ``starter file''
for IEEE journal papers produced under \LaTeX\ using
IEEEtran.cls version 1.8b and later.
% You must have at least 2 lines in the paragraph with the drop letter
% (should never be an issue)
I wish you the best of success.

\hfill mds
\hfill August 26, 2015

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content/method.tex 查看文件

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\section{Method}
\subsection{Selecting pictures from the database}
The FRGC dataset consist more then…. pictures of more then …. different persons. Since it is not possible to analysis all pictures from the database. A selection of the dataset will be analyzed.

Since it is interesting to know why some individuals have better recognizing performance then others there should be no different in the circumstance the picture is taken. Therefore, only pictures taken in a controlled light environment are taken form the dataset.

To get a reliable estimating of the true-match rate there should be enough pictures per individual. A minimum of 20 pictures per individual is chosen.

Test was performed with 31 individuals. From every individual are exact 20 pictures in the dataset. So in total are there 620 different pictures which will be analyzed.

\subsection{Get the score matrix from Verilook}
Verilook is face recognition software. Verilook can compare two pictures from individuals and give matching score of these two pictures. These scores will be higher when there is a better match.

All scores are saved in a score matrix. Because every picture is compared to every other picture in the selected dataset. This matrix has 620 columns and 620 rows.

Comparing picture 1 to picture 2 gives the same result as comparing picture 2 to picture 1. Therefor only half of the matrix is filled in by Verilook.

Furthermore, comparing a picture to exact the same picture will always give the maximum score. Therefor this scores are not calculated by Verilook.

When Verilook cannot calculate a matching score, a score of minus 1 is saved in the matrix. A real matching score is always positive. This way the minus 1 scores can easily be filter out in further analysis.

Verilook is not a stable program, after a random amount of comparisons the Ncore.dll crashed. To work around this problem a watch dog program was written. This program gets the status of the Verilook process and when the process is not responding it will restart the process. After every comparison the calculated score together with the status variables is saved. When the process restart, it continues where it left off.

\subsection{Get the ROC from every subject}

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content/results.tex 查看文件

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\section{results}

\subsection{Overall ROC}
\subsection{Individual ROC’s}

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introduction-to-biometrics-paper.tex 查看文件

@@ -349,7 +349,6 @@
% correct bad hyphenation here
\hyphenation{op-tical net-works semi-conduc-tor}


\begin{document}
%
% paper title
@@ -358,7 +357,7 @@
% not capitalized unless they are the first or last word of the title.
% Linebreaks \\ can be used within to get better formatting as desired.
% Do not put math or special symbols in the title.
\title{Bare Demo of IEEEtran.cls\\ for IEEE Journals}
\title{Face recognition performance analysis: Differences between individual ROCs}
%
%
% author names and IEEE memberships
@@ -370,14 +369,8 @@
% was not built to handle multiple paragraphs
%

\author{Michael~Shell,~\IEEEmembership{Member,~IEEE,}
John~Doe,~\IEEEmembership{Fellow,~OSA,}
and~Jane~Doe,~\IEEEmembership{Life~Fellow,~IEEE}% <-this % stops a space
\thanks{M. Shell was with the Department
of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta,
GA, 30332 USA e-mail: (see http://www.michaelshell.org/contact.html).}% <-this % stops a space
\thanks{J. Doe and J. Doe are with Anonymous University.}% <-this % stops a space
\thanks{Manuscript received April 19, 2005; revised August 26, 2015.}}
\author{Wouter~Bakker and Wouter~Horlings, University of Twente, Faculty EEMCS}


% note the % following the last \IEEEmembership and also \thanks -
% these prevent an unwanted space from occurring between the last author name
@@ -457,42 +450,10 @@ IEEE, IEEEtran, journal, \LaTeX, paper, template.
\IEEEpeerreviewmaketitle



\section{Introduction}
% The very first letter is a 2 line initial drop letter followed
% by the rest of the first word in caps.
%
% form to use if the first word consists of a single letter:
% \IEEEPARstart{A}{demo} file is ....
%
% form to use if you need the single drop letter followed by
% normal text (unknown if ever used by the IEEE):
% \IEEEPARstart{A}{}demo file is ....
%
% Some journals put the first two words in caps:
% \IEEEPARstart{T}{his demo} file is ....
%
% Here we have the typical use of a "T" for an initial drop letter
% and "HIS" in caps to complete the first word.
\IEEEPARstart{T}{his} demo file is intended to serve as a ``starter file''
for IEEE journal papers produced under \LaTeX\ using
IEEEtran.cls version 1.8b and later.
% You must have at least 2 lines in the paragraph with the drop letter
% (should never be an issue)
I wish you the best of success.

\hfill mds
\hfill August 26, 2015

\subsection{Subsection Heading Here}
Subsection text here.

% needed in second column of first page if using \IEEEpubid
%\IEEEpubidadjcol

\subsubsection{Subsubsection Heading Here}
Subsubsection text here.
\input{content/introduction}
\input{content/method}
\input{content/results}
\input{content/conclusion}


% An example of a floating figure using the graphicx package.
@@ -592,8 +553,6 @@ Subsubsection text here.



\section{Conclusion}
The conclusion goes here.



@@ -680,22 +639,15 @@ H.~Kopka and P.~W. Daly, \emph{A Guide to \LaTeX}, 3rd~ed.\hskip 1em plus
%\begin{IEEEbiography}[{\includegraphics[width=1in,height=1.25in,clip,keepaspectratio]{mshell}}]{Michael Shell}
% or if you just want to reserve a space for a photo:

\begin{IEEEbiography}{Michael Shell}
Biography text here.
\end{IEEEbiography}


% if you will not have a photo at all:
\begin{IEEEbiographynophoto}{John Doe}
Biography text here.
\end{IEEEbiographynophoto}


% insert where needed to balance the two columns on the last page with
% biographies
%\newpage

\begin{IEEEbiographynophoto}{Jane Doe}
Biography text here.
\end{IEEEbiographynophoto}

% You can push biographies down or up by placing
% a \vfill before or after them. The appropriate


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