Before explaining the ANPR code, we need to define the main steps and tasks in the ANPR algorithm. ANPR is divided into two main steps, plate detection and plate recognition:
- Plate detection has the purpose of detecting the location of the plate in the whole camera frame.
- When a plate is detected in an image, the plate segment is passed to the second step (plate recognition), which uses an OCR algorithm to determine the alphanumeric characters on the plate.
In the following diagram, we can see the two main algorithm steps, plate detection and plate recognition. After these steps, the program paints in the camera image the plate's characters that have been detected. The algorithms can return bad results, or may not return any result:
In each step shown in the previous diagram, we will define three additional steps that are commonly used in pattern recognition algorithms. These steps are as follows:
- Segmentation: This step detects and removes each patch/region of interest in the...