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05/08/2023
Accelerating Statewide Connected Vehicles Big (Sensor Fusion) Data ETL Pipelines on GPUs
Real-time traffic and sensor data from connected vehicles have the poten...
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04/13/2023
Real-time Multi-Class Helmet Violation Detection Using Few-Shot Data Sampling Technique and YOLOv8
Traffic safety is a major global concern. Helmet usage is a key factor i...
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04/13/2023
DeepSegmenter: Temporal Action Localization for Detecting Anomalies in Untrimmed Naturalistic Driving Videos
Identifying unusual driving behaviors exhibited by drivers during drivin...
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01/23/2023
AI-Based Framework for Understanding Car Following Behaviors of Drivers in A Naturalistic Driving Environment
The most common type of accident on the road is a rear-end crash. These ...
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11/13/2022
GC-GRU-N for Traffic Prediction using Loop Detector Data
Because traffic characteristics display stochastic nonlinear spatiotempo...
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11/10/2022
Driver Maneuver Detection and Analysis using Time Series Segmentation and Classification
The current paper implements a methodology for automatically detecting v...
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06/10/2022
The 1st Data Science for Pavements Challenge
The Data Science for Pavement Challenge (DSPC) seeks to accelerate the r...
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04/18/2022
A Region-Based Deep Learning Approach to Automated Retail Checkout
Automating the product checkout process at conventional retail stores is...
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06/20/2021
Mobile Sensing for Multipurpose Applications in Transportation
Routine and consistent data collection is required to address contempora...
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04/14/2021
A Vision-based System for Traffic Anomaly Detection using Deep Learning and Decision Trees
Any intelligent traffic monitoring system must be able to detect anomali...
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10/21/2020
Deep Learning Frameworks for Pavement Distress Classification: A Comparative Analysis
Automatic detection and classification of pavement distresses is critica...
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10/02/2020
Artificial Intelligence Enabled Traffic Monitoring System
Manual traffic surveillance can be a daunting task as Traffic Management...
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07/31/2020
Object Detection and Tracking Algorithms for Vehicle Counting: A Comparative Analysis
The rapid advancement in the field of deep learning and high performance...
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04/28/2020
Deep Machine Learning Approach to Develop a New Asphalt Pavement Condition Index
Automated pavement distress detection via road images is still a challen...
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10/20/2019