Research on the License Plate Recognition Based on Image Processing

被引:3
|
作者
Lan, Chaofeng [1 ,2 ]
Li, Fengchen [2 ]
Jin, Yingjian [1 ]
Sui, Xuemei [1 ]
Kang, Shouqiang [1 ]
Zhang, Liping [3 ]
机构
[1] Harbin Univ Sci & Technol, Sch Elect & Elect Engn, Harbin 150080, Peoples R China
[2] Harbin Inst Technol, Energy Sci & Engn, Harbin 150001, Peoples R China
[3] SonoScape Co Ltd, Shenzhen, Peoples R China
关键词
edge detection; Canny operator; morphology; projection segmentation; template matching; character recognition;
D O I
10.1109/IMCCC.2015.160
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In order to enhance the effects of license plate recognition in intellectual transport domain, this article carries out positioning, partitioning and characteristics extracting on license plate images that have been collected, so as to realize the function of license plate character recognizing. In order to boost the contrast on a license plate and to reduce noises, methods of gray degree reinforcing and filtering treating are adopted to carry out gray degree transformation; in order to accurately position the location of license plate characters, adopt Ostu algorithm to work out global threshold value, extract image edges, and make a second positioning on the license plate with projection method, thus a binary license plate image can be acquired; partition characters according to peak-group characteristics of vertical projecting figures, and adopt improved template-matching algorithm to realize accurate and efficient license plate recognizing. The research findings of this article have important theoretical values and practical application significance.
引用
收藏
页码:730 / 733
页数:4
相关论文
共 50 条
  • [31] Research on License Plate Recognition based on Template Matching Method
    Chen, Haixiu
    Ding, Xiaoyu
    MECHANICAL COMPONENTS AND CONTROL ENGINEERING III, 2014, 668-669 : 1106 - 1109
  • [32] Research of License Plate Recognition Method Based on Video Images
    Wang Yutao
    Tian Ruixia
    Yang Gang
    8TH INTERNATIONAL CONFERENCE ON MEASUREMENT AND CONTROL OF GRANULAR MATERIALS, PROCEEDINGS, 2009, : 460 - 463
  • [33] The recognition of character in license-plate image
    Zheng, Liping
    Li, Guangyao
    Sha, Jing
    7TH INTERNATIONAL CONFERENCE ON COMPUTER-AIDED INDUSTRIAL DESIGN & CONCEPTUAL DESIGN, 2006, : 849 - +
  • [34] Image simulation for automatic license plate recognition
    Bala, Raja
    Zhao, Yonghui
    Burry, Aaron
    Kozitsky, Vladimir
    Fillion, Claude
    Saunders, Craig
    Rodriguez-Serrano, Jose
    VISUAL INFORMATION PROCESSING AND COMMUNICATION III, 2012, 8305
  • [35] A Method of License Plate Chinese Character Recognition Based on Image Quality
    Chen, YuFeng
    Yin, Gang
    ADVANCED RESEARCH ON ENGINEERING MATERIALS, ENERGY, MANAGEMENT AND CONTROL, PTS 1 AND 2, 2012, 424-425 : 309 - +
  • [36] Research on Automatic License Plate Recognition Technology
    Guan Xuezhong
    Liu Shuang
    Li Zhi
    Li Yunjiang
    Song Taolue
    Liu Yang
    2013 THIRD INTERNATIONAL CONFERENCE ON INSTRUMENTATION & MEASUREMENT, COMPUTER, COMMUNICATION AND CONTROL (IMCCC), 2013, : 750 - 753
  • [37] Research and Application of License Plate Recognition System
    Zhang, Tao
    Qi, Yong Qi
    ADVANCES IN ELECTRONIC COMMERCE, WEB APPLICATION AND COMMUNICATION, VOL 1, 2012, 148 : 399 - 404
  • [38] Research and Implementation of License Plate Recognition Technology
    Zhao, Jianyu
    Ma, Shujian
    Han, Weimin
    Yang, Yang
    Wang, Xudong
    PROCEEDINGS OF THE 2012 24TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2012, : 3768 - 3773
  • [39] Research and Design of License Plate Recognition System
    Ran, Feng
    Zhang, Fayu
    Xu, Meihua
    MECHATRONICS ENGINEERING, COMPUTING AND INFORMATION TECHNOLOGY, 2014, 556-562 : 2623 - 2627
  • [40] Research on Novel License Plate Recognition Algorithm
    Liu Yongping
    Guo Xiaobo
    PROCEEDINGS 2015 SIXTH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS DESIGN AND ENGINEERING APPLICATIONS ISDEA 2015, 2015, : 648 - 652