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Traffic State Estimation using Onboard Vehicle Camera

Welcome to the CTS Lunch Seminar Series

Time: Tue 2022-02-22 11.00 - 11.30

Language: English

Lecturer: Tanay Rastogi, KTH

Traffic State Estimation (TSE) refers to the process of estimating traffic states, namely flow, density and speed in a specific road or a road network. The growing demand for TSE in cities requires real-time spatiotemporal information from a large expanse of the city. Since continuous and long-term observations in the entire network are practically impossible, the traffic states in the unobserved time-space get estimated from the partially observed data.

There have been a growing number of studies for TSE using probe vehicles, also called Floating Car Data (FCD). With the advancement of camera systems in vehicles, there is a huge potential for traffic sensing using street-level videos/images from probe vehicles for TSE at both microscopic and macroscopic levels. In the seminar we present a novel idea of using an onboard monocular camera (e.g a smartphone or action camera) to capture street-level video of the road network and gather traffic states of the observed network.


 

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Last changed: Feb 01, 2022