A new benchmark dataset and competition for top-view RGB-Depth person re-identification is released, with competition results showing RGB easier than depth and cross-modal retrieval.
3D LiDAR-based Person Detection on Mobile Robots (Jul 2022), arXiv:2106.11239 [cs]
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Depth-only Re-ID via Transformer on temporal sequences and Hungarian matching achieves competitive accuracy on top-view datasets while prioritizing privacy.
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ICPR 2026 Competition on Privacy-Preserving Person Re-Identification from Top-View RGB-Depth Camera (TVRID)
A new benchmark dataset and competition for top-view RGB-Depth person re-identification is released, with competition results showing RGB easier than depth and cross-modal retrieval.
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Privacy-Preserving Person Re-Identification from Temporal Sequences with Transformer and Hungarian Optimization
Depth-only Re-ID via Transformer on temporal sequences and Hungarian matching achieves competitive accuracy on top-view datasets while prioritizing privacy.