TRACKING TRAFFIC SIGNS IN VIDEO SEQUENCES BASED ON A VEHICLE VELOCITY

被引：4
|
作者：
Yakimov, P. Y. [1 ,2 ]
机构：
[1] Russian Acad Sci, Image Proc Syst Inst, Samara, Russia
[2] Samara State Aerosp Univ, Samara, Russia
来源：
COMPUTER OPTICS | 2015年 / 39卷 / 05期
关键词：
traffic sign detection; traffic sign tracking; image processing; computer vision system; GPU;
D O I：
10.18287/0134-2452-2015-39-5-795-800
中图分类号：
O43 [光学];
学科分类号：
070207 ; 0803 ;
摘要：
The paper proposes an efficient algorithm for road sign detection in a video obtained from a car dash camera. The algorithms for road sign detection and recognition are implemented using CUDA and operate in real time. A vehicle velocity is used to predict the road sign position in adjacent frames in a video sequence. The paper shows that the road sign tracking of this type improves the system reliability. The experimental results have confirmed high efficiency of the developed road sign detection system.
引用
收藏
页码：795 / 800
页数：6
相关论文
共 50 条
  • [1] A feature-based vehicle tracking system in congested traffic video sequences
    Jung, YK
    Ho, YS
    [J]. ADVANCES IN MUTLIMEDIA INFORMATION PROCESSING - PCM 2001, PROCEEDINGS, 2001, 2195 : 190 - 197
  • [2] Moving Vehicle Detection and Tracking Based on Video Sequences
    Wang, Xue
    [J]. TRAITEMENT DU SIGNAL, 2020, 37 (02) : 325 - 331
  • [3] A Method of Vehicle Trajectory Tracking and Prediction Based on Traffic Video
    Xun, Li
    Li, Liu
    Lei, Huang
    Liang, Hong
    [J]. 2016 2ND IEEE INTERNATIONAL CONFERENCE ON COMPUTER AND COMMUNICATIONS (ICCC), 2016, : 449 - 453
  • [4] Traffic Velocity Estimation From Vehicle Count Sequences
    Katsuki, Takayuki
    Morimura, Tetsuro
    Inoue, Masato
    [J]. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2017, 18 (07) : 1700 - 1712
  • [5] TRAFFIC VIDEO-BASED MOVING VEHICLE DETECTION AND TRACKING IN THE COMPLEX ENVIRONMENT
    Gao, Tao
    Liu, Zheng-Guang
    Yue, Shi-Hong
    Mei, Jian-Qiang
    Zhang, Jun
    [J]. CYBERNETICS AND SYSTEMS, 2009, 40 (07) : 569 - 588
  • [6] Vehicle Tracking on Video Sequences via Subspace Learning
    Gultekin, Abdulhakim
    Buyuktepe, Ismail Can
    Sonmez, Hasan Huseyin
    Hocaoglu, Ali Koksal
    [J]. 2018 26TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 2018,
  • [7] Video-Based Distance Traffic Analysis: Application to Vehicle Tracking and Counting
    Sanchez, Angel
    Suarez, Pedro D.
    Conci, Aura
    Nunes, Eldman O.
    [J]. COMPUTING IN SCIENCE & ENGINEERING, 2011, 13 (03) : 38 - 45
  • [8] Traffic Video Based Cross Road Violation Detection and Peccant Vehicle Tracking
    Gao, Tao
    Liu, Zheng-guang
    Zhang, Jun
    [J]. APPLIED COMPUTING, COMPUTER SCIENCE, AND ADVANCED COMMUNICATION, PROCEEDINGS, 2009, 34 : 100 - 108
  • [9] Detection, Tracking and Recognition of Traffic Signs from Video Input
    Ruta, Andrzej
    Li, Yongmin
    Liu, Xiaohui
    [J]. PROCEEDINGS OF THE 11TH INTERNATIONAL IEEE CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS, 2008, : 55 - 60
  • [10] Target tracking based on video sequences
    Liu, Yahui
    Jia, Qingxuan
    Sun, Hanxu
    Zhou, Changsheng
    [J]. SIGNAL PROCESSING, SENSOR FUSION, AND TARGET RECOGNITION XX, 2011, 8050
12345