Vehware Project: Difference between revisions
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'''Software solutions:''' |
'''Software solutions:''' |
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Input devices: |
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[[intel realsense Camera]]: able to determine distance of a object, low range, low price considered to kinect. |
[[intel realsense Camera]]: able to determine distance of a object, low range, low price considered to kinect. |
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[[kinect:]] :higher range, able to |
[[kinect:]] :higher range, able to classify movement of a human as default, high price($150) |
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[[double cam:]] :cheapest solution. more programming and CPU |
[[double cam:]] :cheapest solution. more programming work and CPU power required |
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[[Infrared cam]] :reasonable cost $40, easy to detect human, difficult to detect other objects. |
[[Infrared cam]] :reasonable cost $40, easy to detect human, difficult to detect other objects. |
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Input devices are listed based on Phd student's suggestions. |
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Revision as of 06:27, 20 September 2015
"Single camera detecting person via OpenCV - Senior Project for a dual diploma team that would put together a "motion detection" mostly "person motion detection" from a video stream. The goal would be to alert a truck driver when he is backing up that a person is behind the truck. I checked out OpenCV as the basis for this capability using python. OpenCV comes with a body detector and we have used it in some of our work, so adapting it to a student project should be reasonable. The challenge is to get representative and realistic data so that you can define and then estimate an error metric"
Problem analysis:
In this section, we need to investigate and understand the issue deeply. We may be able to answer the questions what is the issue ? what does causes this issue ?
Posible solutions:
After the problem is analyzed well, we consider possible solutions which on the side of hardware and software.
Software solutions:
Hardware solutions: which hardware does fit best for possible solutions ? A camera with image processing or kinect like motion trackers ? can raspbery pi 2 or similar handle these software solutions?
Input devices:
intel realsense Camera: able to determine distance of a object, low range, low price considered to kinect.
kinect: :higher range, able to classify movement of a human as default, high price($150)
double cam: :cheapest solution. more programming work and CPU power required
Infrared cam :reasonable cost $40, easy to detect human, difficult to detect other objects.
Input devices are listed based on Phd student's suggestions.