Hybrid Method for License Plate Detection from Natural Scene Images

被引：0
|
作者：
Niu, Boya [1 ]
Huang, Linlin [1 ]
Hu, Jian [1 ]
机构：
[1] Beijing Jiaotong Univ, Sch Elect & Informat Engn, Beijing, Peoples R China
来源：
PROCEEDINGS OF THE FIRST INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND ELECTRONIC TECHNOLOGY | 2015年 / 3卷
关键词：
license plate detection; color pairs; mathematical morphology; HOG feature; SVM; RECOGNITION;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
License plate detection is a key part in vehicle license plate recognition system. In this paper, we present a hybrid method for license plate detection from natural scene images for the all-day traffic surveillance environment. The proposed method includes two stages: rough detection and accurate detection. Coarse detection stage based on color edge and morphology can help finding the region of interest quickly; Accurate detection stage based on HOG and SVM accurately detect the vehicle license plate. The effectiveness of the proposed method has been proven by the experimental results on a large database of images.
引用
收藏
页码：32 / 36
页数：5
相关论文
共 50 条
  • [21] Detection of text region and segmentation from natural scene images
    Park, J
    Park, S
    ADVANCES IN VISUAL COMPUTING, PROCEEDINGS, 2005, 3804 : 666 - 671
  • [22] A Robust and Flexible License Plate Detection Method
    Thanh-Sach Le
    Van-Nhan Tran
    Hamamoto, Kazuhiko
    2014 INTERNATIONAL CONFERENCE ON ADVANCED TECHNOLOGIES FOR COMMUNICATIONS (ATC), 2014, : 326 - 331
  • [23] A robust approach for text detection from natural scene images
    Sun, Lei
    Huo, Qiang
    Jia, Wei
    Chen, Kai
    PATTERN RECOGNITION, 2015, 48 (09) : 2906 - 2920
  • [24] An Hybrid Edge Algorithm for Vehicle License Plate Detection
    Mozumder, Madhurya
    Biswas, Souharda
    Vijayakumari, L.
    Naresh, R.
    Kumar, C. N. S. Vinoth
    Karthika, G.
    Lecture Notes in Networks and Systems, 2023, 665 LNNS : 209 - 219
  • [25] A license plate location method combining the license plate location method based on the HSV color space and the license plate location method based on the boundary detection
    Lin Wei
    Du Hao
    PROCEEDINGS OF THE 2016 4TH INTERNATIONAL CONFERENCE ON MACHINERY, MATERIALS AND COMPUTING TECHNOLOGY, 2016, 60 : 1913 - 1916
  • [26] Saudi License Plate Localization Using Hybrid Method
    Almustafa, Khaled
    Zantout, Rached
    2014 17TH IEEE MEDITERRANEAN ELECTROTECHNICAL CONFERENCE (MELECON), 2014, : 236 - 241
  • [27] A hybrid license plate extraction method for complex scenes
    Le, Wangchao
    Li, Shaofa
    18TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 2, PROCEEDINGS, 2006, : 324 - +
  • [28] A new augmentation-based method for text detection in night and day license plate images
    Pinaki Nath Chowdhury
    Palaiahnakote Shivakumara
    Umapada Pal
    Tong Lu
    Michael Blumenstein
    Multimedia Tools and Applications, 2020, 79 : 33303 - 33330
  • [29] A new augmentation-based method for text detection in night and day license plate images
    Chowdhury, Pinaki Nath
    Shivakumara, Palaiahnakote
    Pal, Umapada
    Lu, Tong
    Blumenstein, Michael
    MULTIMEDIA TOOLS AND APPLICATIONS, 2020, 79 (43-44) : 33303 - 33330
  • [30] Automatic Sedan License Plate Detection of Anterior Orientation Images Using Random Forest Method
    Hong, Lijuan
    Weng, Yu
    Long, Fei
    Zhang, Juan
    Huang, Jin
    INTERNATIONAL CONFERENCE ON ELECTRICAL, CONTROL AND AUTOMATION (ICECA 2014), 2014, : 814 - 822
12345