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Calculation of Error Rates for Detection of Critical Situations in Road Traffic

Leich, Andreas and Kendziorra, Andreas and Saul, Hagen and Hoffmann, Ragna (2016) Calculation of Error Rates for Detection of Critical Situations in Road Traffic. In: 95th TRB Annual Meeting – Compendium of Papers, 95. Transportation Research Board. TRB Annual Meeting 2016, 10.-15. Jan. 2016, Washington.

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Abstract

This article is a contribution to the development of methods for road safety analysis. A calculation scheme is derived for error rates of critical situations detected automatically using a road side stationary detector. A situation is classified as critical, if the time to collision is below some threshold. Calculated error rates are provided on different experiments with camera based vehicle detectors. The experiements demonstrate the best case of measurement accuracy that can be achieved using state of the art automated video surveillance technology. In the experiments, the false positive rate is five and four times higher than the true positive rate. This finding leads to the conclusion, that studies known from literature, stating there is correlation between the number of near crashes and real crashes should be faced with skepticism as long as no reliable information on error rates is provided.

Item URL in elib:https://elib.dlr.de/102809/
Document Type:Conference or Workshop Item (Poster)
Title:Calculation of Error Rates for Detection of Critical Situations in Road Traffic
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Leich, Andreasandreas.leich (at) dlr.deUNSPECIFIED
Kendziorra, AndreasAndreas.Kendziorra (at) dlr.deUNSPECIFIED
Saul, Hagenhagen.saul (at) dlr.deUNSPECIFIED
Hoffmann, Ragnaragna.hoffmann (at) dlr.deUNSPECIFIED
Date:10 January 2016
Journal or Publication Title:95th TRB Annual Meeting – Compendium of Papers
Refereed publication:Yes
Open Access:Yes
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Volume:95
Publisher:Transportation Research Board
Series Name:TRB Annual Meeting - Compendium of Papers
Status:Published
Keywords:Surrogate Safety Measures, Time to Collision, Critical Situation, Near Crash, Error Rate
Event Title:TRB Annual Meeting 2016
Event Location:Washington
Event Type:international Conference
Event Dates:10.-15. Jan. 2016
Organizer:Transportation Research Board
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 - I.MoVe (old)
Location: Berlin-Adlershof
Institutes and Institutions:Institute of Transportation Systems
Deposited By: Leich, Dr.-Ing. Andreas
Deposited On:17 Feb 2016 14:02
Last Modified:31 Jul 2019 20:00

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