The traditional approach (top) relies on object detection, depth estimation, and optical flow processed through a Graph Convolutional Network for accident anticipation. In contrast, our proposed ...

Driving conditions—including geography, traffic congestion, weather, and job type—outweigh mileage as a predictor of collision risk. But driver behavior trumps both environment and mileage. Further ...