34 lines
1.1 KiB
ReStructuredText
34 lines
1.1 KiB
ReStructuredText
Motion Detector
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===============
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A project made for Auburn ELEC 7450: Digtal Image Processing. The source code can be found on my `Github`_
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.. _GitHub: https://github.com/joeyahines/motion_detector
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Goal
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++++
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The goal of this project was to detect motion on a video stream from a `VideoForLinux`_ source. The algorithm
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can also be tested by loading in individual frames.
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.. _VideoForLinux: https://en.wikipedia.org/wiki/Video4Linux
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Implementation
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++++++++++++++
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The project was written in C and VideoForLinux for grabbing image data and `SDL`_ for rendering the video
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output. A background model is built by implementing a moving average of the image. In addition to this,
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a motion mask is implemented to desensitise the algorithm from background motion objects.
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.. _SDL: https://www.libsdl.org/
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Webcam output w/ motion highlighted:
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.. image:: https://github.com/joeyahines/motion_detector/blob/master/docs/final_report/motion.png?&raw=true
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:width: 60%
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:height: auto
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Motion detection layer:
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.. image:: https://github.com/joeyahines/motion_detector/blob/master/docs/final_report/motion_image.png?raw=true
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:width: 60%
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:height: auto
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