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cs.CV2026
VAGNet: Vision-based Accident Anticipation with Global Features
Vipooshan Vipulananthan, Charith D. Chitraranjan
Traffic accidents are a leading cause of fatalities and injuries across the globe. Therefore, the ability to anticipate hazardous situations in advance is essential. Automated acci…
cs.CV2025
STAGNet: A Spatio-Temporal Graph and LSTM Framework for Accident Anticipation
Vipooshan Vipulananthan, Kumudu Mohottala, Kavindu Chinthana +2
Accident prediction and timely preventive actions improve road safety by reducing the risk of injury to road users and minimizing property damage. Hence, they are critical componen…