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Edge-Based Traffic Flow Data Collection Method Using Onboard Monocular Camera
Publisher: ASCE
Abstract: Traffic data collection is the fundamental step in most applications of intelligent transportation systems (ITS). Recently, traffic data collection methods have become more robust and diversified, yet still have some ...
Lane-Level Short-Term Freeway Traffic Volume Prediction Based on Graph Convolutional Recurrent Network
Publisher: ASCE
Abstract: The postpandemic period has seen a significant increase in traffic volume on freeways, necessitating the implementation of advanced traffic management systems, such as lane-level freeway tolling systems, to predict traffic ...
Evaluating the Nonlinear Correlation between Vertical Curve Features and Crash Frequency on Highways Using Random Forests
Publisher: ASCE
Abstract: Vertical curve features on interstate highways greatly affect traffic operations and vehicle performance and, thus, could have an impact on the occurrence of traffic crashes. Most studies to date only considered linear ...