GigaTraj: Predicting Long-term Trajectories of Hundreds of Pedestrians in Gigapixel Complex Scenes
Haozhe Lin, Chunyu Wei, Li He, Yuchen Guo, Yunqi Zhao, Shanglong Li, Lu Fang
2024年份
2顶会引用
摘要
Figure 1. A representative scene Water Sprinkling Festival from GigaTraj dataset. Hundreds of pedestrians interacted within a ∼ 4×10 4 m 2 area, observed through a gigapixel-level camera array and annotated with minute-level long-term trajectories. Bounding boxes, IDs, world coordinates, group and interaction relationships, and scene semantics are annotated for predicting the minute-level long-term trajectory of hundreds of pedestrians in gigapixel complex scenes.
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引用它的顶会 Paper2
- SparseFormer: Detecting Objects in HRW Shots via Sparse Vision TransformerWenxi Li, Yuchen Guo, Jilai Zheng, Haozhe Lin 等ACM MM 2024 · 被引用 3 次
- GigaMoE: Sparsity-Guided Mixture of Experts for Efficient Gigapixel Object DetectionXiang Li, Wenxi Li, Yuetong Wang, Chenyang Lyu 等AAAI 2026 · 被引用 1 次
它引用的顶会 Paper9
- STGAT: Modeling Spatial-Temporal Interactions for Human Trajectory PredictionYingfan Huang, Huikun Bi, Zhaoxin Li, Tianlu Mao 等ICCV 2019 · 被引用 615 次
- Remember Intentions: Retrospective-Memory-based Trajectory PredictionChenxin Xu, Weibo Mao, Wenjun Zhang, Siheng ChenCVPR 2022 · 被引用 140 次
- LOKI: Long Term and Key Intentions for Trajectory PredictionHarshayu Girase, Haiming Gang, Srikanth Malla, Jiachen Li 等ICCV 2021 · 被引用 102 次
- MUSE-VAE: Multi-Scale VAE for Environment-Aware Long Term Trajectory PredictionMihee Lee, Samuel S. Sohn, Seonghyeon Moon, Sejong Yoon 等CVPR 2022 · 被引用 70 次
- Social Interpretable Tree for Pedestrian Trajectory PredictionLiushuai Shi, Le Wang, Chengjiang Long, Sanping Zhou 等AAAI 2022 · 被引用 56 次
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