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Best solution for car approaching to the gate and anpr lib

asked 2015-10-14 14:16:03 -0500

gabrielpasv gravatar image

updated 2015-10-16 04:45:18 -0500

Hi People,

I am new to OpenCV and I am working a project to detect a car. This is a little different from the ones I found online.

Check the brief description:

  1. In this project the car approaches the gate then stop
  2. We have a camera in front of the car capturing car image
  3. Need to detect the presence of the car and take the snapshot
  4. Pass the snapshot image as a parameter for my anpr library.
  5. Will return the car plate and display it to the user.

I could try to run the anpr lib on every frame, but that will impact on performance. That's why I need something to detect the car first, and then pass it to my anpr lib

Thanks

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What is your requirement for "detect car" ? it's depends from specification/context, you can go from simple occlusion detection, motion detection up to object identification. You could start from background subtraction

pklab gravatar imagepklab ( 2015-10-15 05:10:31 -0500 )edit

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answered 2015-10-16 04:48:16 -0500

A solution can be

  • Detecting presence or not --> background subtraction, since the place where an object will be is known
  • The result can be cleaned using morpholocal operations and blob analysis, both in openCV.
  • Pass the bounding box of the car to the ANPR interface

You could even optimize this and take only a ROI of the found blob, since you will know due to the fixed cam, where the license plate will be with some buffer.

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Asked: 2015-10-14 14:16:03 -0500

Seen: 356 times

Last updated: Oct 16 '15