2003 · 26 citations · 5 references
EngineeringComputer ScienceTransportation PlanningGlobal Navigation Satellite SystemsTransportTransportationIntelligent Transportation SystemsRemote Sensing ImageryTraffic EngineeringTraffic Flow AnalysisTraffic OperationsTrajectory AnalysisAerial Imagery-based Density EstimationAutomated Data CollectionDigital Data CollectionGlobal Positioning SystemTraffic MappingTraffic Surveillance
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 video, Global Positioning Systems (GPS), and automated image processing are used to improve the spatial coverage, accuracy and cost-effectiveness of the data collection and reduction. In the paper, a general technique for collecting and analyzing aerial video data is given. To illustrate the value of these data, the paper outlines methods to generate estimates of speeds, travel times, densities, and queuing delays.
5
A System for Video Surveillance and Monitoring
Robert T. Collins, Alan J. Lipton, Takeo Kanade et al. · 2000 · 1.2K citations
Travel time data collection handbook
Shawn Turner, William L. Eisele, Robert Benz et al. · ROSA P · 2010 · 275 citations · Full text
Manual of transportation engineering studies
Choice Reviews Online · 1994 · 184 citations
VIDEO IMAGE PROCESSING TO CREATE A SPEED SENSOR
L. Li · 2000 · 13 citations