@ -13,7 +13,14 @@ When someone walks under a Grid-EYE sensor, we will see some pixels with higher
\label{fig:GridEye}
\end{figure}
The data we used is collected from a solitary elder's home. We deployed four Grid-EYE sensors at the corner of her living room, and recorded the thermal video for three weeks at $10$ frames per second data rate, and the size of raw data is about 17.6GB.
Figure~\ref{fig:GridEyeData} shows an example output of Grid-EYE sensor.
\@writefile{lof}{\defcounter{refsection}{0}\relax}\@writefile{lof}{\contentsline{figure}{\numberline{2}{\ignorespaces Walking under a Grid-EYE sensor}}{4}}
\newlabel{fig:GridEye}{{2}{4}}
\@writefile{lof}{\defcounter{refsection}{0}\relax}\@writefile{lof}{\contentsline{figure}{\numberline{3}{\ignorespaces Output Data from Grid-EYE}}{5}}
\newlabel{fig:GridEyeData}{{3}{5}}
\@writefile{toc}{\defcounter{refsection}{0}\relax}\@writefile{toc}{\contentsline{subsection}{\numberline{\unhbox\voidb@x \hbox{II-B}}FLIR ONE PRO}{5}}
\abx@aux@segm{0}{0}{Shih17b}
\abx@aux@segm{0}{0}{Shih17b}
\@writefile{toc}{\defcounter{refsection}{0}\relax}\@writefile{toc}{\contentsline{subsection}{\numberline{\unhbox\voidb@x \hbox{II-B}}FLIR ONE PRO}{5}}
\@writefile{toc}{\defcounter{refsection}{0}\relax}\@writefile{toc}{\contentsline{subsection}{\numberline{\unhbox\voidb@x \hbox{II-C}}Raspberry Pi 3}{5}}
\@writefile{toc}{\defcounter{refsection}{0}\relax}\@writefile{toc}{\contentsline{subsection}{\numberline{\unhbox\voidb@x \hbox{II-D}}Simple Data Compressing}{5}}
\@writefile{toc}{\defcounter{refsection}{0}\relax}\@writefile{toc}{\contentsline{subsubsection}{\numberline{\unhbox\voidb@x \hbox{II-D}3}Gaussian Function Fitting}{6}}
\@writefile{lof}{\defcounter{refsection}{0}\relax}\@writefile{lof}{\contentsline{figure}{\numberline{3}{\ignorespaces System Architecture}}{7}}
\newlabel{fig:SystemArchitecture}{{3}{7}}
\@writefile{toc}{\defcounter{refsection}{0}\relax}\@writefile{toc}{\contentsline{subsection}{\numberline{\unhbox\voidb@x \hbox{II-C}}Raspberry Pi 3}{6}}
\@writefile{toc}{\defcounter{refsection}{0}\relax}\@writefile{toc}{\contentsline{subsection}{\numberline{\unhbox\voidb@x \hbox{II-D}}Simple Data Compressing}{6}}
\@writefile{toc}{\defcounter{refsection}{0}\relax}\@writefile{toc}{\contentsline{subsubsection}{\numberline{\unhbox\voidb@x \hbox{II-D}3}Gaussian Function Fitting}{7}}
\@writefile{lof}{\defcounter{refsection}{0}\relax}\@writefile{lof}{\contentsline{figure}{\numberline{5}{\ignorespaces Region divided by our method}}{8}}
\newlabel{fig:SeparateImage}{{5}{8}}
\@writefile{lof}{\defcounter{refsection}{0}\relax}\@writefile{lof}{\contentsline{figure}{\numberline{4}{\ignorespaces System Architecture}}{8}}
\newlabel{fig:SystemArchitecture}{{4}{8}}
\@writefile{toc}{\defcounter{refsection}{0}\relax}\@writefile{toc}{\contentsline{subsection}{\numberline{\unhbox\voidb@x \hbox{III-B}}Data Structure and Region Selection Algorithm}{8}}
\@writefile{loa}{\defcounter{refsection}{0}\relax}\@writefile{loa}{\contentsline{algorithm}{\numberline{1}{\ignorespaces Segment Tree Preprocess}}{9}}
\newlabel{code:SegmentTreePreprocess}{{1}{9}}
\@writefile{loa}{\defcounter{refsection}{0}\relax}\@writefile{loa}{\contentsline{algorithm}{\numberline{2}{\ignorespaces Dividing regions depends on compressed data size}}{9}}
\newlabel{code:RegionSpecifiedSize}{{2}{9}}
\@writefile{loa}{\defcounter{refsection}{0}\relax}\@writefile{loa}{\contentsline{algorithm}{\numberline{3}{\ignorespaces Dividing regions depends on compressed data RMSE}}{10}}
\@writefile{lof}{\defcounter{refsection}{0}\relax}\@writefile{lof}{\contentsline{figure}{\numberline{6}{\ignorespaces Data compressed by Proposed Method (4KB)}}{11}}
\newlabel{fig:4KMy}{{6}{11}}
\@writefile{lof}{\defcounter{refsection}{0}\relax}\@writefile{lof}{\contentsline{figure}{\numberline{7}{\ignorespaces Data compressed by JPEG (4KB)}}{11}}
\@writefile{lof}{\defcounter{refsection}{0}\relax}\@writefile{lof}{\contentsline{figure}{\numberline{6}{\ignorespaces Region divided by our method}}{9}}
\newlabel{fig:SeparateImage}{{6}{9}}
\@writefile{loa}{\defcounter{refsection}{0}\relax}\@writefile{loa}{\contentsline{algorithm}{\numberline{1}{\ignorespaces Segment Tree Preprocess}}{10}}
\newlabel{code:SegmentTreePreprocess}{{1}{10}}
\@writefile{loa}{\defcounter{refsection}{0}\relax}\@writefile{loa}{\contentsline{algorithm}{\numberline{2}{\ignorespaces Dividing regions depends on compressed data size}}{10}}
\newlabel{code:RegionSpecifiedSize}{{2}{10}}
\@writefile{loa}{\defcounter{refsection}{0}\relax}\@writefile{loa}{\contentsline{algorithm}{\numberline{3}{\ignorespaces Dividing regions depends on compressed data RMSE}}{11}}
\@writefile{toc}{\defcounter{refsection}{0}\relax}\@writefile{toc}{\contentsline{subsubsection}{\numberline{\unhbox\voidb@x \hbox{IV-}2}Thermal Data Loading}{11}}
\@writefile{lof}{\defcounter{refsection}{0}\relax}\@writefile{lof}{\contentsline{figure}{\numberline{8}{\ignorespaces Proposed method and JPEG comparing}}{12}}
\newlabel{fig:compareToJpeg}{{8}{12}}
\@writefile{lof}{\defcounter{refsection}{0}\relax}\@writefile{lof}{\contentsline{figure}{\numberline{9}{\ignorespaces Computation Time of Regions Dividing}}{12}}
\newlabel{fig:computeTime}{{9}{12}}
\@writefile{lof}{\defcounter{refsection}{0}\relax}\@writefile{lof}{\contentsline{figure}{\numberline{7}{\ignorespaces Data compressed by Proposed Method (4KB)}}{12}}
\newlabel{fig:4KMy}{{7}{12}}
\@writefile{lof}{\defcounter{refsection}{0}\relax}\@writefile{lof}{\contentsline{figure}{\numberline{8}{\ignorespaces Data compressed by JPEG (4KB)}}{12}}
\@writefile{lof}{\defcounter{refsection}{0}\relax}\@writefile{lof}{\contentsline{figure}{\numberline{9}{\ignorespaces Proposed method and JPEG comparing}}{13}}
\newlabel{fig:compareToJpeg}{{9}{13}}
\@writefile{lof}{\defcounter{refsection}{0}\relax}\@writefile{lof}{\contentsline{figure}{\numberline{10}{\ignorespaces Computation Time of Regions Dividing}}{13}}
Hobe
7 years ago
