# Fall-Detection
Detect humans falling on the ground from a CCTV camera feed and limit the physical damage to the person by alerting the hospital authorities.
Introduction
------------
Elderly people tend to slip and fall in homes and remain unattended for a long time.
If the affected person is not treated immediately, serious health issues including brain injuries occur.
The proposed solution automatically detects humans falling, through cameras installed in homes, and sends notification to family members and hospital authorities.
Requirements
------------
MATLAB R2013a
Usage
-----
####Installation
1. Download zip
2. Unzip
3. Open falldetection.m in MATLAB
####MATLAB command line
```matlab
falldetection <video_name>;
```
####Example
```matlab
falldetection video.mp4;
```
Output
------
###Working
[![Working](https://s4.postimg.org/49t4relod/giphy.gif)](https://postimg.org/image/qlqxksks9/)
###Original video frame
[![Original video frame](https://s3.postimg.org/esn2yx6eb/original.png)](https://postimg.org/image/5kuui7zbz/)
###Human segemented image
[![Human segemented image](https://s3.postimg.org/3m989kdgz/mask.png)](https://postimg.org/image/yt7vdh1db/)
###Motion History Image (MHI)
[![Motion History Image](https://s3.postimg.org/vqsn37f1v/mhi.png)](https://postimg.org/image/rhnx11bsf/)
###Human shape
[![Human shape](https://s4.postimg.org/576uymvyl/shape.png)](https://postimg.org/image/xk2cp3hop/)
###Fall Detected Notification
[![Fall Detected Notification](https://s3.postimg.org/6aagwho5f/fall.jpg)](https://postimg.org/image/tbr228nsv/)
YouTube Demo Video Link
------------------
Demo of the project
<a href="http://www.youtube.com/watch?feature=player_embedded&v=LdoLniUSOaA
" target="_blank"><img src="http://img.youtube.com/vi/LdoLniUSOaA/0.jpg"
alt="Youtube Video: Human Fall Detection" width="240" height="180" border="10" /></a>
Flowchart
---------
[![Flowchart](https://s4.postimg.org/lfue0o4fh/Page_4_Image_27.png)](https://postimg.org/image/8og7u5und/)
Note
----
* Live transmission from the camera to the software is not supported. Instead, the data from the camera is first stored and then processed.
* The video feed should be saved in '..\Fall-Detection\Video' folder.
* The notification is sent to the user through an app installed on the phone. The apk file is not included in this repository.
Reference Paper
---------------
C.Rougier,J.MeunierFall,A.Arnaud and J.Rousseau. Detection from Human Shape and Motion History using Video Surveillance. *Proceedings of the 21st International Conference on Advanced Information Networking and Applications Workshops*,2007.
License
-------
[![License](https://s3.postimg.org/5h9joly3n/license.png)](https://postimg.org/image/g43cu168v/)
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人体跌到检测
共20个文件
m:11个
png:5个
md:2个
需积分: 50 52 下载量 145 浏览量
2017-11-09
16:34:10
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基于matlab的人体跌到检测,图像处理,模式识别,机器视觉
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Fall-Detection-master.rar (20个子文件)
Fall-Detection-master
maskInsideBBox.m 170B
images
flowchart.png 1.25MB
shape.png 8KB
original.png 126KB
mhi.png 15KB
mask.png 6KB
findOrChg.m 165B
videos
video.mp4 553KB
calcOrientation.m 1KB
fitellipse.m 4KB
falldetection.m 6KB
drawEllipse.m 390B
README.md 3KB
calcSpeed.m 261B
updateCheckPosFalls.m 1KB
.gitattributes 378B
license.md 34KB
initializeFallObj.m 201B
modifyMask.m 208B
coordInsideMask.m 463B
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