Looking for breakthrough ideas for innovation challenges? Try Patsnap Eureka!

License plate positioning method and system based on cascading morphological transformation

A license plate positioning and morphological technology, applied in the field of image processing, can solve the problems of low robustness, low environment and low accuracy.

Active Publication Date: 2014-10-29
击石创新(深圳)科技有限公司
View PDF6 Cites 8 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

The matching method of prior knowledge is more easily affected by light, pollution, and the environment, and the accuracy is lower
[0004] Most of the existing license plate location methods are only suitable for scenes with little background changes, such as toll booths and security cards. However, for various natural environment scenes in complex panoramas (for example, street view panoramas), the backgrounds are ever-changing. Especially for those panoramas containing a large number of trees and striped textured items, the existing license plate positioning methods are difficult to apply
Moreover, the existing license plate positioning methods have high requirements for the quality of the collected pictures, and are sensitive to light. If the license plate is too bright or too dark, the existing license plate positioning methods cannot handle it well, and its anti-interference Poor (that is, its robust--robustness is not high)

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • License plate positioning method and system based on cascading morphological transformation
  • License plate positioning method and system based on cascading morphological transformation
  • License plate positioning method and system based on cascading morphological transformation

Examples

Experimental program
Comparison scheme
Effect test

Embodiment

[0080] Such as figure 1 As shown in Fig. 1, a license plate location method based on cascaded morphological transformations obtains the color histogram information of T standard license plates in advance. The color histogram information of T standard license plates can be calculated and stored for the subsequent direct use without repeated calculation or download. Since the standard license plates currently used on the market include blue, yellow, white and black license plates, the 72-dimensional HSV colors of the four standard license plates of blue, yellow, white and black are obtained in advance in this embodiment. Histogram information, ie T=4. The 72-dimensional HSV color histogram information of the standard license plate can be obtained through offline download, online download, external equipment, factory preset, etc., or the basic information such as the color and type of the standard license plate can be obtained directly through the above methods, and then accordi...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

PUM

No PUM Login to View More

Abstract

The invention relates to a license plate positioning method and a license plate positioning system based on cascading morphological transformation. The method comprises: performing downsampling and grey processing on an original image to obtain a gray image; performing cascading morphological transformation and binaryzation on the gray image, primarily screening a communicating area to obtain a plurality of candidate areas; computing the similarity between the color histogram information of each candidate area and the color histogram information of a standard license plate, and judging a license area according to the similarity; mapping the license plate areas into the original image through the inverse operation of downsampling, and thereby obtaining the corresponding original license plate area. According to the license plate positioning method and system based on cascading morphological transformation, gray processing, cascading morphological transformation and binaryzation are performed on the image to improve robustness in the positioning of candidate areas of the license plate and positioning speed of the license plate, meanwhile interference of strong light is suppressed, the contrast ratio of characters in the license plate area is increased, and screening accuracy of the license plate area is improved; the license plate positioning method and system based on cascading morphological transformation are applicable to environments with different light conditions and complex scenes, and can be used for simultaneously positioning the plurality of license plates.

Description

technical field [0001] The invention relates to the technical field of image processing, in particular to a license plate location method and system based on cascade morphological transformation. Background technique [0002] Intelligent transportation is widely used in the management of vehicles in smart cities. License plate recognition is one of the core technologies, which is the application of computer image processing technology and pattern recognition technology in the field of intelligent transportation. License plate recognition technology is widely used in highway bayonet capture systems, intelligent parking systems and community vehicle management systems. The license plate recognition process is basically divided into three steps: license plate positioning, character cutting and character recognition. Technology is a crucial step in the license plate recognition technology. As the first step in the entire license plate recognition process, the successful positio...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

Application Information

Patent Timeline
no application Login to View More
IPC IPC(8): G06K9/32G06K9/54
Inventor 孙晓航
Owner 击石创新(深圳)科技有限公司
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Patsnap Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Patsnap Eureka Blog
Learn More
PatSnap group products