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cs.CV2026

Adaptive Cross-Modal Fusion with Sparse Attention for Pedestrian Crossing Intention Prediction

Md Mahfuzur Rahman, Pengzhan Zhou, A F M Abdun Noor +5

The paper introduces ADAPT, a transformer-based multimodal framework that combines visual inputs (RGB, depth, semantic maps) with motion and pose information to predict pedestrian…