Moving Vehicle Detection in Dynamic Traffic Contexts

被引:3
|
作者
Tu, Chun-Ling [1 ]
Du, Sheng-Zhi [2 ]
机构
[1] Tshwane Univ Technol, Dept Comp Syst Engn, ZA-0001 Pretoria, South Africa
[2] Tshwane Univ Technol, Dept Mech Engn Mechatron & Ind Design, ZA-0001 Pretoria, South Africa
关键词
Optical flow; Vehicle detection; Traffic; Background removal;
D O I
10.1007/978-981-10-0740-8_30
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
We address the problem of moving vehicle detection for dynamic traffic environment with moving cameras. The proposed system obtains visual data from cameras mounted on a moving host vehicle. The optical flow method is employed to estimate the movement of the camera and the relative movement of the background. Moving vehicles are detected by difference of velocity to the background movement model.
引用
收藏
页码:263 / 269
页数:7
相关论文
共 50 条
  • [31] Road Traffic: Vehicle Detection and Classification
    Aqel, Siham
    Hmimid, Abdeslam
    Abdelouahed Sabri, My
    Aarab, Abdellah
    2017 INTELLIGENT SYSTEMS AND COMPUTER VISION (ISCV), 2017,
  • [32] Moving vehicle detection, tracking and traffic parameter estimation from a satellite video: a perspective on a smarter city
    Ahmadi, Seyed Ali
    Ghorbanian, Arsalan
    Mohammadzadeh, Ali
    INTERNATIONAL JOURNAL OF REMOTE SENSING, 2019, 40 (22) : 8379 - 8394
  • [33] An Efficient Optimal Neural Network-Based Moving Vehicle Detection in Traffic Video Surveillance System
    Appathurai, Ahilan
    Sundarasekar, Revathi
    Raja, C.
    Alex, E. John
    Palagan, C. Anna
    Nithya, A.
    CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 2020, 39 (02) : 734 - 756
  • [34] An Efficient Optimal Neural Network-Based Moving Vehicle Detection in Traffic Video Surveillance System
    Ahilan Appathurai
    Revathi Sundarasekar
    C. Raja
    E. John Alex
    C. Anna Palagan
    A. Nithya
    Circuits, Systems, and Signal Processing, 2020, 39 : 734 - 756
  • [35] Moving Vehicle Detection and Drone Velocity Estimation with a Moving Drone
    Nam, Donho
    Yeom, Seokwon
    INTERNATIONAL JOURNAL OF FUZZY LOGIC AND INTELLIGENT SYSTEMS, 2020, 20 (01) : 43 - 51
  • [36] DYNAMIC MODEL OF A VEHICLE MOVING IN THE URBAN AREA
    Makaras, Rolandas
    Sapragonas, Jonas
    Kersys, Arturas
    Pukalskas, Saugirdas
    TRANSPORT, 2011, 26 (01) : 35 - 42
  • [37] Moving finite elements and dynamic vehicle interaction
    Lane, Hakan
    Kettil, Per
    Wiberg, Nils-Erik
    EUROPEAN JOURNAL OF MECHANICS A-SOLIDS, 2008, 27 (04) : 515 - 531
  • [38] SUICIDE BY GUNSHOT IN A MOVING VEHICLE - AN UNUSUAL KIND OF TRAFFIC ACCIDENT
    SCHULZ, F
    HOCKS, A
    KRIMINALISTIK, 1994, 48 (03): : 209 - 211
  • [39] Tracking and Speed Estimation of Moving Vehicle for Traffic Surveillance System
    Kamakula, Kamaraju
    Rani, J. Sharmila
    Santhosi, G.
    Pushpa, G. Gowri
    PROCEEDINGS OF THE SECOND INTERNATIONAL CONFERENCE ON COMPUTER AND COMMUNICATION TECHNOLOGIES, IC3T 2015, VOL 3, 2016, 381 : 673 - 679
  • [40] Methods for vehicle detection and vehicle presence analysis for traffic applications
    Sidla, Oliver
    Lipetski, Yuriy
    VIDEO SURVEILLANCE AND TRANSPORTATION IMAGING APPLICATIONS 2014, 2014, 9026