4 papers
ClearVision: Leveraging CycleGAN and SigLIP-2 for Robust All-Weather Classification in Traffic Camera Imagery
Anush Lakshman Sivaraman, Kojo Adu-Gyamfi, Ibne Farabi Shihab +1
Adverse weather conditions challenge safe transportation, necessitating robust real-time weather detection from traffic camera imagery. We propose a novel framework combining Cycle…
Driver Age and Its Effect on Key Driving Metrics: Insights from Dynamic Vehicle Data
Aparna Joshi, Kojo Adugyamfi, Jennifer Merickel +2
By 2030, the senior population aged 65 and older is expected to increase by over 50%, significantly raising the number of older drivers on the road. Drivers over 70 face higher cra…
MobiScout: A Scalable Cloud-Based Driving and Activity Monitoring Platform Featuring an IOS App and a WatchOS Extension
Kojo Konadu Adu-Gyamfi, Karo Ahmadi-Dehrashid, Yaw Okyere Adu-Gyamfi +2
MobiScout is an iOS software that monitors users' driving habits and physiological conditions while on the road. The Mobiscout app was created to provide a low-cost next-generation…
Exploring Deep Learning Approaches to Predict Person and Vehicle Trips: An Analysis of NHTS Data
Kojo Adu-Gyamfi, Sharma Anuj
Modern transportation planning relies heavily on accurate predictions of person and vehicle trips. However, traditional planning models often fail to account for the intricacies an…