NDLI: Visibility monitoring using conventional roadside cameras- emerging applications.

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Visibility monitoring using conventional roadside cameras- emerging applications.

Content Provider	CiteSeerX
Author	Raouf Babari, A. Nicolas Hautière, A. Éric Dumont, A. Nicolas Paparoditis, B. James Misener, C.
Abstract	The measurement of atmospheric visibility is an important element for road and air transportation safety. We propose in this paper a novel estimator of the atmospheric visibility by already existing conventional highway cameras, with a technique based on the gradient magnitude selected by applying Lambert’s law with respect to changes in lighting conditions. The response of this estimator is calibrated by non-linear regression with data from a visibility meter installed in a test site which has been instrumented with a camera. Through our technique, atmospheric visibility estimates are obtained with an average error of 30% for images taken in the day, with sky luminance between 10 to 8,000 cd.m −2 and visibility distances up to 15 km. Our results allow us to envision practical implementation on roadsides in the near future to determine local visibility for the benefit of road safety, meteorological observation and air quality monitoring.
File Format	PDF
Access Restriction	Open
Subject Keyword	Visibility Monitoring Conventional Roadside Camera Emerging Application Atmospheric Visibility Sky Luminance Local Visibility Test Site Air Transportation Safety Near Future Gradient Magnitude Novel Estimator Road Safety Air Quality Monitoring Atmospheric Visibility Estimate Visibility Meter Important Element Meteorological Observation Practical Implementation Average Error Conventional Highway Camera Lambert Law Non-linear Regression
Content Type	Text
Resource Type	Article

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