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D. R. Magee

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Book Open access Sep 2026

Pedestrian Crossing Prediction for Automated Vehicles: A Geometry-aware Method Using Surface Normal

A geometry-aware framework that incorporates surface normal maps encoding pixel-level 3D surface orientation is proposed that incorporates surface normal maps encoding pixel-level 3D surface orientation and highlights the importance of geometry-informed features as an effective complement to conventional visual inputs.

A. Eskandari, Mahdi Rezaei, Mohsen Azarmi et al. · 0 citations

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