Registration Number Detection

Registration Number Plate Detection

The massive integration of information technologies under different aspects of the modern world has led to the treatment of vehicles as conceptual resources in information systems. Since an autonomous information system has no meaning without data, there is a need to reform vehicle information between reality and the information system. This can be achieved by human agents or by special intelligent equipment that allows identification of vehicles by their registration number in real environments.

Vehicle's registration number detection and recognition system is widely used in multiple applications.

Features

Detection Accuracy
Using multi level processing and combination of algorithms in face location and landmarks detection helps detect the face more accurately.
We use our own CNN model for higher accuracy to perform the expression recognition on live videos. It makes the recognition more accurate and faster.
Extraction of Registration number plate is a difficult task. Essentially, the difficulty can be due to the following reasons: Registration number normally occupy a small portion of the whole image. The Registration number plates in formats, styles, and colors vary from country to country. In most cases, the detecting is performed without prior knowledge of the Registration number plate’s location in the image. Probability of facing some common drawbacks which could influence the efficiency of the extraction such as, blurry image, uneven or low illumination, vehicle motion, low resolution of the image, distorted characters, dirty plate, shadows or reflection etc..
Angle impact and processing for higher Accuracy
Automatic number detection in videos is required as it is tedious and time consuming for human operators to extract a vehicle number from thousands of video stream.
Image processing is critical part of Registration number detection. Real-time LPR plays a major role in the automatic monitoring of traffic rules and maintaining law enforcement on public roads.

Uses

The detection and reading of registration number of vehicles is an intelligent system and it has the potential applications in several sectors as well.

  • Command force : This system is used for the detection of stolen and searched vehicles. The detected numbers are compared to those of the reported vehicles.
  • Parking management : The management of car entrances and exits.
  • Image Compression and categorization : To reduce the memory requirement while storing a data image.
  • Road safety : This system is used to detect license plates exceeding a certain speed, coupling the plate reading system with road radar, crossing wildfires, etc.

    • The registration number detection system can be used for other objects categorization containing unique numbers on it.