From 8e15a371f82b436b027ad71f9c1b7bf1f98aaca5 Mon Sep 17 00:00:00 2001 From: Hobe Date: Tue, 26 May 2020 02:04:07 +0000 Subject: [PATCH] First draft of abstract and introduction git-svn-id: http://newslabx.csie.ntu.edu.tw/svn/Ginger@60 5747cdd2-2146-426f-b2b0-0570f90b98ed --- trunk/RTCSA_SS/00Abstract.tex | 11 ++++++++++- trunk/RTCSA_SS/01Introduction.tex | 13 ++++++++++++- 2 files changed, 22 insertions(+), 2 deletions(-) diff --git a/trunk/RTCSA_SS/00Abstract.tex b/trunk/RTCSA_SS/00Abstract.tex index 770e8a0..c091c43 100644 --- a/trunk/RTCSA_SS/00Abstract.tex +++ b/trunk/RTCSA_SS/00Abstract.tex @@ -1,5 +1,14 @@ \begin{abstract} -Abstract. +A low resolution infrared camera can use to collect the data of our daily +activity, and protect privacy. However, pose detection on an extremely low +resolution image will be a big challenge to deal with. +Many researches show that Super-resolution may improve the accuracy of +object detection on low resolution images. +%% long-term care? +In this work, we detect the turn over while sleeping. +To deal with low resolution image, we fuse the images from multiple infrared +cameras, and enhance the resolution by SRCNN. The noise not only from the sensor +itself but also the residual body temperature on bed after turn over. \end{abstract} diff --git a/trunk/RTCSA_SS/01Introduction.tex b/trunk/RTCSA_SS/01Introduction.tex index 73ba7fa..5e8f8ff 100644 --- a/trunk/RTCSA_SS/01Introduction.tex +++ b/trunk/RTCSA_SS/01Introduction.tex @@ -1,10 +1,21 @@ \section{Introduction} \label{sec:introduction} -Introduction~\cite{Shih14a} +The turn over frequency while sleeping is an important index to quantify the +health of elderly. Many wearable devices can also achieve the same purpose, but +many study show that the elderly feel uncomfortable with wearing such devices +all days.\textcolor{red}{(source?)}. By the low resolution thermal camera, we +can obtain the daily activities informations, but not reveal too much privacy +like the RGB camera. {\bf Contribution} Contribution +In this work, we deployed multiple low resolution thermal camera to monitor the +turn over frequency while sleeping. With multiple thermal camera and +Super-resolution techniques we can improve the accuracy of turn over detection +by XX\%. + + The remaining of this paper is organized as follow. Section~\ref{sec:bk_related} presents related works and background for developing the methods. Section~\ref{sec:design} presents the system architecture, challenges, and the developed mechanisms. Section~\ref{sec:eval} presents the evaluation results of proposed mechanism and Section~\ref{sec:conclusion} summaries our works. \ No newline at end of file