Civil Engineering | Computer Vision | Transportation Engineering UAV-PDD2023: A benchmark dataset for pavement distress detection based on UAV images. November 29, 2023
Data Science | Transportation Engineering Detection of Road Potholes by Applying Convolutional Neural Network Method Based on Road Vibration Data. November 25, 2023
Traffic Safety | Transportation Engineering A spatio-temporal deep learning approach to simulating conflict risk propagation on freeways with trajectory data. November 20, 2023
Traffic Safety | Transportation Engineering Improving model robustness of traffic crash risk evaluation via adversarial mix-up under traffic flow fundamental diagram. October 28, 2023
Artificial Intelligence | Transportation Engineering Special Traffic Event Detection: Framework, Dataset Generation, and Deep Neural Network Perspectives. October 14, 2023
Civil Engineering | Transportation Engineering RDD-YOLOv5: Road Defect Detection Algorithm with Self-Attention Based on Unmanned Aerial Vehicle Inspection. October 14, 2023
Computer Vision | Transportation Engineering Real-time detection of road manhole covers with a deep learning model. September 30, 2023
Computer Vision | Transportation Engineering Detection and Recognition of Tilted Characters on Railroad Wagon Wheelsets Based on Deep Learning. September 28, 2023
Computer Vision | Transportation Engineering A Transformer-Optimized Deep Learning Network for Road Damage Detection and Tracking. September 9, 2023
Artificial Intelligence | Transportation Engineering Cycle-level traffic conflict prediction at signalized intersections with LiDAR data and Bayesian deep learning. August 31, 2023
Artificial Intelligence | Transportation Engineering A Physics-Informed Generative Car-Following Model for Connected Autonomous Vehicles. July 29, 2023
Machine Learning | Transportation Engineering Wheel Defect Detection Using a Hybrid Deep Learning Approach. July 29, 2023