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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Satoshi Suzuki

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Preprint Aug 2026

MV2GF: Multi-view Pedestrian Detection with a Visual Geometric Foundation Model

Multi-View Pedestrian Detection (MVPD) aims to detect pedestrians in the form of a bird's eye view map from multi-view images. Recent MVPD methods adopt a unified framework that projects 2D image features into a 3D world space and aggregates them into a single feature. Although they are effective, they struggle to gene...

Taiga Yamane, Satoshi Suzuki, Ryo Masumura et al. · 0 citations

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