20 citations · 102 across the 42 of their papers we have counts for
10 papers · 1 filter
Image2PCI -- A Multitask Learning Framework for Estimating Pavement Condition Indices Directly from Images
Neema Jakisa Owor, Hang Du, Abdulateef Daud +2
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
Abdulateef Daud, Mark Amo-Boateng, Neema Jakisa Owor +2
Real-time pavement condition monitoring provides highway agencies with timely and accurate information that could form the basis of pavement maintenance and rehabilitation policies…
GazeGNN: A Gaze-Guided Graph Neural Network for Chest X-ray Classification
Bin Wang, Hongyi Pan, Armstrong Aboah +7
Eye tracking research is important in computer vision because it can help us understand how humans interact with the visual world. Specifically for high-risk applications, such as…
GazeSAM: What You See is What You Segment
Bin Wang, Armstrong Aboah, Zheyuan Zhang +1
This study investigates the potential of eye-tracking technology and the Segment Anything Model (SAM) to design a collaborative human-computer interaction system that automates med…
Real-Time Helmet Violation Detection Using YOLOv5 and Ensemble Learning
Geoffery Agorku, Divine Agbobli, Vuban Chowdhury +4
The proper enforcement of motorcycle helmet regulations is crucial for ensuring the safety of motorbike passengers and riders, as roadway cyclists and passengers are not likely to…
SigSegment: A Signal-Based Segmentation Algorithm for Identifying Anomalous Driving Behaviours in Naturalistic Driving Videos
Kelvin Kwakye, Younho Seong, Armstrong Aboah +1
In recent years, distracted driving has garnered considerable attention as it continues to pose a significant threat to public safety on the roads. This has increased the need for…
DeepSegmenter: Temporal Action Localization for Detecting Anomalies in Untrimmed Naturalistic Driving Videos
Armstrong Aboah, Ulas Bagci, Abdul Rashid Mussah +2
Identifying unusual driving behaviors exhibited by drivers during driving is essential for understanding driver behavior and the underlying causes of crashes. Previous studies have…
Real-time Multi-Class Helmet Violation Detection Using Few-Shot Data Sampling Technique and YOLOv8
Armstrong Aboah, Bin Wang, Ulas Bagci +1
Traffic safety is a major global concern. Helmet usage is a key factor in preventing head injuries and fatalities caused by motorcycle accidents. However, helmet usage violations c…
Real-Time Helmet Violation Detection in AI City Challenge 2023 with Genetic Algorithm-Enhanced YOLOv5
Elham Soltanikazemi, Ashwin Dhakal, Bijaya Kumar Hatuwal +3
This research focuses on real-time surveillance systems as a means for tackling the issue of non-compliance with helmet regulations, a practice that considerably amplifies the risk…
AI-Based Framework for Understanding Car Following Behaviors of Drivers in A Naturalistic Driving Environment
Armstrong Aboah, Abdul Rashid Mussah, Yaw Adu-Gyamfi
The most common type of accident on the road is a rear-end crash. These crashes have a significant negative impact on traffic flow and are frequently fatal. To gain a more practica…