| CPC G06V 20/54 (2022.01) [G06V 20/46 (2022.01); G06V 20/56 (2022.01); G06V 20/625 (2022.01); G06V 30/10 (2022.01); G06V 2201/08 (2022.01)] | 20 Claims |

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1. A vehicle identification method, the method comprising:
capturing, by a camera, a read of a vehicle comprising at least one image frame from a video signal including at least a portion vehicle;
identifying at least one of a license plate number and a descriptor of the vehicle contained in the read using image processing on the at least one image frame;
determining a probability value that the read includes the vehicle based on the identified at least one of the license plate number and the descriptor;
when the probability value exceeds a threshold value, identifying a vehicle identification profile in a database using the identified at least one of the license plate number and the descriptor; and
updating the vehicle identification profile to include the captured read, wherein the vehicle identification profile is associated with a probability value based on probability values of each of the other vehicle reads of the vehicle identification profile, wherein updating the vehicle identification profile comprises updating the probability value of the vehicle identification profile based on the probability values associated with the captured read.
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