Methods of analyzing traffic imagery collected from aerial platforms

被引:49
作者
Angel, A [1 ]
Hickman, M
Mirchandani, P
Chandnani, D
机构
[1] Univ Arizona, Dept Civil Engn & Engn Mech, Tucson, AZ 85721 USA
[2] Univ Arizona, ATLAS Ctr, Tucson, AZ 85721 USA
关键词
aerial video; image processing; remote sensing; traffic monitoring;
D O I
10.1109/TITS.2003.821208
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
A limitation of most traditional methods of traffic data collection is that they rely on techniques that are strictly local in nature. Aerial imagery sensors can provide sufficient resolution to sense vehicle locations and movements. across broader spatial and temporal scales. Digital imagery, global positioning systems, and automated image processing can be used to improve the spatial coverage, accuracy and cost-effectiveness of the data collection and reduction. In this paper, an approach for collecting and analyzing aerial imagery given. To illustrate the value of the imagery, the paper outlines methods to generate estimates of speeds, travel times, densities, and queueing delays. Index Terms-Aerial video, image processing, remote sensing, traffic monitoring.
引用
收藏
页码:99 / 107
页数:9
相关论文
共 17 条
  • [1] ANGEL A, 2002, METHOD MEASURING FRE
  • [2] ANGEL A, 2003, 82 ANN M TRANSP RES
  • [3] [Anonymous], 2000, HIGHW CAP MAN
  • [4] A real-time computer vision system for vehicle tracking and traffic surveillance
    Coifman, B
    Beymer, D
    McLauchlan, P
    Malik, J
    [J]. TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 1998, 6 (04) : 271 - 288
  • [5] COLLINS RT, 2000, CMURITR001I MAY
  • [6] DAILEY DJ, 1999, VIDEO IMAGE PROCESSI
  • [7] GREENSHEILDS BD, 1947, P RES BOARD NATL RES, V27, P291
  • [8] HICKMAN M, 2001, NCRST F
  • [9] Johnson A.N., 1928, HIGHWAY RES BOARD, V8, P106
  • [10] Aerial video surveillance and exploitation
    Kumar, R
    Sawhney, H
    Samarasekera, S
    Hsu, S
    Tao, H
    Guo, YL
    Hanna, K
    Pope, A
    Wildes, R
    Hirvonen, D
    Hansen, M
    Burt, P
    [J]. PROCEEDINGS OF THE IEEE, 2001, 89 (10) : 1518 - 1539