Road sign detection and recognition

被引:1
|
作者
Shneier, Michael [1 ]
机构
[1] Natl Inst Stand & Technol, Gaithersburg, MD 20899 USA
关键词
Vision; Mobility; Robotics & Intelligent Systems; color segmentation; road signs; sign detection; template matching;
D O I
10.1117/12.660219
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Road sign detection is important to a robotic vehicle that automatically drives on roads. In this paper, road signs are detected by means of rules that restrict color and shape and require signs to appear only in limited regions in an image. They are then recognized using a template matching method and tracked through a sequence of images. The method is fast and can easily be modified to include new classes of signs. The road sign detection is used as part of a control system that autonomously drives a vehicle over paved roads. The primary application is to detect intersections, which are usually marked with street name signs or stop signs. An estimate of the range to the sign is computed based on the size of the sign and provides a cue to intersection detection software and driving control.
引用
收藏
页数:7
相关论文
共 50 条
  • [1] Boosted road sign detection and recognition
    Chen, Sin-Yu
    Hsieh, Jun-wei
    [J]. PROCEEDINGS OF 2008 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2008, : 3823 - 3826
  • [2] Robust method for road sign detection and recognition
    Piccioli, G
    DeMicheli, E
    Parodi, P
    Campani, M
    [J]. IMAGE AND VISION COMPUTING, 1996, 14 (03) : 209 - 223
  • [3] Automatic Detection and Recognition of Circular Road Sign
    Huang, Hua
    Chen, Chao
    Jia, Yulan
    Tang, Shuming
    [J]. PROCEEDINGS OF 2008 IEEE/ASME INTERNATIONAL CONFERENCE ON MECHATRONIC AND EMBEDDED SYSTEMS AND APPLICATIONS, 2008, : 626 - +
  • [4] A Detailed Study on Bangladeshi Road Sign Detection and Recognition
    Ahsan, Sk Md Masudul
    Das, Sunanda
    Kumar, Shanto
    La Tasriba, Zannati
    [J]. 2019 4TH INTERNATIONAL CONFERENCE ON ELECTRICAL INFORMATION AND COMMUNICATION TECHNOLOGY (EICT), 2019,
  • [5] Two-stage road sign detection and recognition
    Kuo, Wen-Jia
    Lin, Chien-Chung
    [J]. 2007 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO, VOLS 1-5, 2007, : 1427 - 1430
  • [6] A Road Sign Detection and Recognition System for Mobile Devices
    Xiong, Bo
    Izmirli, Ozgur
    [J]. 2012 INTERNATIONAL WORKSHOP ON IMAGE PROCESSING AND OPTICAL ENGINEERING, 2012, 8335
  • [7] A Road Sign Detection and the Recognition for Driver Assistance Systems
    Kale, Amol Jayant
    Mahajan, R. C.
    [J]. 2015 INTERNATIONAL CONFERENCE ON ENERGY SYSTEMS AND APPLICATIONS, 2015, : 69 - 74
  • [8] Road sign detection and recognition using matching pursuit method
    Hsu, SH
    Huang, CL
    [J]. IMAGE AND VISION COMPUTING, 2001, 19 (03) : 119 - 129
  • [9] Circular Road Sign Detection and Recognition based on Hough Transform
    Huang, Sheng
    Gao, Chenqiang
    Meng, Shang
    Li, Qiang
    Chen, Changchuan
    Zhang, Chenyang
    [J]. 2012 5TH INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING (CISP), 2012, : 1214 - 1218
  • [10] Recognition Stage for a Speed Supervisor Based on Road Sign Detection
    Carrasco, Juan-Pablo
    de la Escalera, Arturo
    Maria Armingol, Jose
    [J]. SENSORS, 2012, 12 (09) : 12153 - 12168