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Dealing with bright lighting at competitions and vision
This weekend we competed at the North Star regional and will be progressing onwards to Championship. However, throughout the regional we struggled to get vision tracking on the tower working due to other lighting at the event reflecting off of the tower and conflicting with our green LEDs despite tweaking of our HSV filter. Currently we are running an HSV filter on the image from our camera and then comparing the area of each particle found by NIVision to the area of the convex hull to eliminate solid lights found in the background. Is there anything that we could do to improve our recognition, especially for under the lighting at Championship?
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Re: Dealing with bright lighting at competitions and vision
Your flaw is relying upon a HSV filter (and only a HSV filter) for identification of your target. That's like saying any orange car is a Dodge Charger. What are some ways you can verify that it is actually a target?
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Re: Dealing with bright lighting at competitions and vision
Based on past experience, I recommend using Purple. There's too much green/red/blue at competitions and around towers.
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If you have an image, that would go a long way towards being able to make a good suggestion.
The LV example uses aspect ration, moment of inertia, area/convext hull area, and an X and Y profile mask. None of these are expensive to calculate, and all of them help to compare analytical values of the U shape that is expected versus the computed values in your image. Greg McKaskle |
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Re: Dealing with bright lighting at competitions and vision
Team 303 had a similar issue at our competition last week. Im not convinced its the best way to solve this problem but we just added more and brighter green leds until it overpowered the reflection off the glass. In the end we had three of these rings concentric of each other.
https://www.superbrightleds.com/more...ghts-cob/1135/ They really are super bright, its pretty crazy. We also had a paper cup with white gaff tape on the inside to direct the green light. I couldn't find a good picture. Here is the best I could do: https://goo.gl/photos/b7osRmTW6Vbs7uaZ9 |
Re: Dealing with bright lighting at competitions and vision
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We use IR LEDs, an Axis camera, and a strip of developed film to cover the lens. Works great. All the camera sees is the IR reflection. Midwest had a banner running right behind the goals that could have washed out some other methods. Our camera couldn't even see it.
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Re: Dealing with bright lighting at competitions and vision
I believe you are allowed access to the playing field on day zero for camera calibration. At least, that's what we're doing. We use the green light ring too and I've seen camera calibration be the difference between silver tape and green tape in the image. Changing the camera settings for the field should make a huge difference if your image filtering is working fine at your practice field/workshop/etc.
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