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Fast Vehicle Detection and Tracking in Aerial Image Bursts

Kozempel, Karsten and Reulke, Ralf (2009) Fast Vehicle Detection and Tracking in Aerial Image Bursts. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Science, Volume 38, Part 3 / W4 . ISSN 1682-1777

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Official URL: http://www.cmrt09.bv.tum.de/cmrt09_proceedings.html

Abstract

Caused by the rising interest in traffic surveillance for simulations and decision management many publications concentrate on automatic vehicle detection or tracking. Quantities and velocities of different car classes form the data basis for almost every traffic model. Especially during mass events or disasters a wide-area traffic monitoring on demand is needed which can only be provided by airborne systems. This means a massive amount of image information to be handled. In this paper we present a combination of vehicle detection and tracking which is adapted to the special restrictions given on image size and flow but nevertheless yields reliable information about the traffic situation. Combining a set of modified edge filters it is possible to detect cars of different sizes and orientations with minimum computing effort, if some a priori information about the street network is used. The found vehicles are tracked between two consecutive images by an algorithm using Singular Value Decomposition. Concerning their distance and correlation the features are assigned pairwise with respect to their global positioning among each other. Choosing only the best correlating assignments it is possible to compute reliable values for the average velocities.

Item URL in elib:https://elib.dlr.de/61148/
Document Type:Proceedings
Title:Fast Vehicle Detection and Tracking in Aerial Image Bursts
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Kozempel, KarstenDLR-TSUNSPECIFIED
Reulke, RalfHU-BerlinUNSPECIFIED
Date:2009
Open Access:No
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Volume:Volume 38, Part 3 / W4
Editors:
EditorsEmail
Stilla, UweTU-München
Rottensteiner, FranzUni-Hannover
Paparoditis , NicolasIGN Paris
Series Name:The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Science
ISSN:1682-1777
Status:Published
Keywords:Traffic monitoring, areal images, image processing
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Transport
HGF - Program Themes:Traffic Management (old)
DLR - Research area:Transport
DLR - Program:V VM - Verkehrsmanagement
DLR - Research theme (Project):V - DELPHI (old)
Location: Berlin-Adlershof , Oberpfaffenhofen
Institutes and Institutions:Institute of Transportation Systems > Traffic Management
Deposited By: Reulke, Prof. Dr. Ralf
Deposited On:07 Jan 2010 09:05
Last Modified:19 Feb 2013 11:54

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