3 papers
cs.CV2025
A Contextual Analysis of Driver-Facing and Dual-View Video Inputs for Distraction Detection in Naturalistic Driving Environments
Anthony Dontoh, Stephanie Ivey, Armstrong Aboah
Despite increasing interest in computer vision-based distracted driving detection, most existing models rely exclusively on driver-facing views and overlook crucial environmental c…
cs.CV2025
Visual Dominance and Emerging Multimodal Approaches in Distracted Driving Detection: A Review of Machine Learning Techniques
Anthony Dontoh, Stephanie Ivey, Logan Sirbaugh +2
Distracted driving continues to be a significant cause of road traffic injuries and fatalities worldwide, even with advancements in driver monitoring technologies. Recent developme…
cs.CV2025
A Review Paper of the Effects of Distinct Modalities and ML Techniques to Distracted Driving Detection
Anthony. Dontoh, Stephanie. Ivey, Logan. Sirbaugh +1
Distracted driving remains a significant global challenge with severe human and economic repercussions, demanding improved detection and intervention strategies. While previous stu…