Research map / Detection and segmentation / Tracking
Online Multi-Object Tracking via Structural Constraint Event Aggregation
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Measured effects reported in the paper
| What was changed | Where | Measured | Effect |
|---|---|---|---|
| Use structural-constraint event aggregation instead of structural-constraint nearest neighbor | Online MOT · Synthetic ETH sequences under camera-motion fluctuation and detection missing | MOTA | Helped |
| Use structural constraints and anchor-cost aggregation rather than linear motion association | Online MOT · Synthetic ETH sequences with increasing camera-motion fluctuation | MOTA | Helped |
| Add partitioning to SCEA (ablation) | SCEA · Sunnyday, Jelmoli, and Bahnhof sequences | MOTA | No clear effect |
| Add partitioning to SCEA (ablation) | SCEA · Sunnyday, Jelmoli, and Bahnhof sequences | computational efficiency | Helped |
Closest papers by meaning
- Focusing on Tracks for Online Multi-Object Tracking (CVPR 2025 · similarity 0.88)
- Towards Generalizable Multi-Object Tracking (CVPR 2024 · similarity 0.87)
- Hybrid-SORT: Weak Cues Matter for Online Multi-Object Tracking (AAAI 2024 · similarity 0.86)
- Multiple Object Tracking as ID Prediction (CVPR 2025 · similarity 0.85)
- Multi-Scene Generalized Trajectory Global Graph Solver with Composite Nodes for Multiple Object Tracking (AAAI 2024 · similarity 0.85)
- DeconfuseTrack: Dealing with Confusion for Multi-Object Tracking (CVPR 2024 · similarity 0.85)
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