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Application of 2D Homography for High Resolution Traffic Data Collection using CCTV Cameras
This study implements a three-stage video analytics framework for extracting high-resolution traffic data such vehicle counts, speed, and acceleration from infrastructure-mounted CCTV cameras.
Image2PCI -- A Multitask Learning Framework for Estimating Pavement Condition Indices Directly from Images
The Pavement Condition Index (PCI) is a widely used metric for evaluating pavement performance based on the type, extent and severity of distresses detected on a pavement surface.
Edge Computing-Enabled Road Condition Monitoring: System Development and Evaluation
Overall, our proposed device demonstrates significant potential in providing real-time pavement condition data to State Highway Agencies (SHA) and Department of Transportation (DOTs) with a satisfactory level of accuracy.
GC-GRU-N for Traffic Prediction using Loop Detector Data
Because traffic characteristics display stochastic nonlinear spatiotemporal dependencies, traffic prediction is a challenging task.
A Region-Based Deep Learning Approach to Automated Retail Checkout
Automating the product checkout process at conventional retail stores is a task poised to have large impacts on society generally speaking.
