Robust System for Road Sign Detection and Recognition Using Template Matching

被引：0
|
作者：
Bouti, Amal [1 ]
Mahraz, Mohamed Adnane [1 ]
Riffi, Jamal [1 ]
Tairi, Hamid [1 ]
机构：
[1] Univ Sidi Mohamed Ben Abdellah, Fac Sci Dhar Mahraz, Dept Informat, LIIAN Lab, PB 1796, Atlas Fez, Morocco
来源：
2017 INTELLIGENT SYSTEMS AND COMPUTER VISION (ISCV) | 2017年
关键词：
Color segmentation; color space HSV; detection; shape detection; Recognition; Signs; Template Matching;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper, we have implemented and tested a system of detection and recognition of road signs. The approach taken in this work consists of two main modules: a sensor module, which is based on color segmentation and shape detection where we converted the images to the HSV color space, then labeled the detected regions and tested for their shape. A recognition module, Template Matching, whose role is to match the detected object with a priori models signs. Tests carried out on a set of RGB images taken by a traffic camera shows the performance of the system currently being developed. Finally, we did a comparison.
引用
收藏
页数：4
相关论文
共 50 条
  • [1] Mobile system for road sign detection and recognition with template matching<bold> </bold>
    Mackowski, Michal
    Sawiski, Michal
    Walczyszyn, Wojciech
    [J]. III INTERNATIONAL CONFERENCE OF COMPUTATIONAL METHODS IN ENGINEERING SCIENCE (CMES 18), 2019, 252
  • [2] Road sign detection and recognition using colour segmentation, shape analysis and template matching
    Malik, Rabia
    Khurshid, Javaid
    Ahmad, Sana Nazir
    [J]. PROCEEDINGS OF 2007 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2007, : 3556 - 3560
  • [3] Road sign detection and recognition using matching pursuit method
    Hsu, SH
    Huang, CL
    [J]. IMAGE AND VISION COMPUTING, 2001, 19 (03) : 119 - 129
  • [4] 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
  • [5] HSV and Template Matching Based Bengali Road Sign Recognition Technique
    Asad, Mohsina Binte
    Sharna, Fatema Jannat
    Alam, Nashid
    Islam, M. Jahirul
    [J]. 2016 INTERNATIONAL CONFERENCE ON INNOVATIONS IN SCIENCE, ENGINEERING AND TECHNOLOGY (ICISET 2016), 2016,
  • [6] Palmprint Recognition using Robust Template Matching
    Poonia, Poonam
    Ajmera, Pawan K.
    Shende, Vijayendra
    [J]. INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND DATA SCIENCE, 2020, 167 : 727 - 736
  • [7] Robust Detection System of a Bolt Hole using Template Matching and Feature based Matching
    Mo, Yung-Hak
    Lim, Jong-Wook
    Park, Jung-Min
    Lim, Myo-Taeg
    [J]. 2011 11TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS (ICCAS), 2011, : 1718 - +
  • [8] Traffic Sign Detection Using Template Matching Technique
    Pandey, Pranjali
    Kulkarni, Ramesh
    [J]. 2018 FOURTH INTERNATIONAL CONFERENCE ON COMPUTING COMMUNICATION CONTROL AND AUTOMATION (ICCUBEA), 2018,
  • [9] Traffic Sign Recognition using Blob Analysis and Template Matching
    Athrey, Kishan S.
    Kambalur, Bharat M.
    Kumar, Krishna K.
    [J]. 6TH INTERNATIONAL CONFERENCE ON COMPUTER & COMMUNICATION TECHNOLOGY (ICCCT-2015), 2015, : 219 - 222
  • [10] Pakistan Sign Language Recognition Using Statistical Template Matching
    Alvi, Aleem Khalid
    Bin Azhar, M. Yousuf
    Usman, Mehmood
    Mumtaz, Suleman
    Rafiq, Sameer
    Rehman, Razi Ur
    Ahmed, Israr
    [J]. PROCEEDINGS OF WORLD ACADEMY OF SCIENCE, ENGINEERING AND TECHNOLOGY, VOL 3, 2005, 3 : 52 - 55
12345