Contrastive multi-modal hypergraph reasoning fuses semantic, geometric, and pose cues to achieve state-of-the-art 3D crowd mesh recovery under severe occlusions.
On a single NVIDIA RTX 4090 GPU, our full relation reasoning stage takes approximately 28 ms per frame for standard groups (6-16 individuals)
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Contrastive Multi-Modal Hypergraph Reasoning for 3D Crowd Mesh Recovery
Contrastive multi-modal hypergraph reasoning fuses semantic, geometric, and pose cues to achieve state-of-the-art 3D crowd mesh recovery under severe occlusions.