Research map / Detection and segmentation / Tracking
A Causal And-Or Graph Model for Visibility Fluent Reasoning in Tracking Interacting Objects
Read the paperCheck your idea against 108,967 papers
AI-extracted summary. Written by AI from the paper's title only (no summary yet). Numbers and claims can be wrong or missing context, so check the paper before you cite or build on it.
Measured effects reported in the paper
| What was changed | Where | Measured | Effect |
|---|---|---|---|
| Jointly reason visibility fluents and object locations using the full C-AOG method | Human tracking · TIO Plaza | MOTA: 34.3% -> 46.0% | Helped |
| Jointly reason visibility fluents and object locations using the full C-AOG method | Human tracking · TIO ParkingLot | MOTA: 30.1% -> 38.6% | Helped |
| Add likelihood terms to the prior-only tracking model (ablation) | Our-full · TIO Plaza | MOTA: 31.9% -> 46.0% | Helped |
| Add likelihood terms to the prior-only tracking model (ablation) | Our-full · TIO ParkingLot | MOTA: 28.7% -> 38.6% | Helped |
| Add the vehicle data-likelihood term alongside the human likelihood and prior (ablation) | Our-full · TIO Plaza | MOTA: 32.5% -> 46.0% | Helped |
| Add the vehicle data-likelihood term alongside the human likelihood and prior (ablation) | Our-full · TIO ParkingLot | MOTA: 28.9% -> 38.6% | Helped |
Closest papers by meaning
- Beyond Accuracy: Tracking more like Human via Visual Search (NeurIPS 2024 · similarity 0.86)
- Learning to Evolve Scenes: Reasoning about Human Activities with Scene Graphs (NeurIPS 2026 · similarity 0.85)
- Multi-Scene Generalized Trajectory Global Graph Solver with Composite Nodes for Multiple Object Tracking (AAAI 2024 · similarity 0.84)
- HIG: Hierarchical Interlacement Graph Approach to Scene Graph Generation in Video Understanding (CVPR 2024 · similarity 0.84)
- Video Diffusion Models Excel at Tracking Similar-Looking Objects Without Supervision (NeurIPS 2025 · similarity 0.84)
- VastTrack: Vast Category Visual Object Tracking (NeurIPS 2024 · similarity 0.83)
Writing a paper in this area? scime draft is a free LaTeX editor with AI included, real-time co-authors and a check of your references and venue rules before you submit. It also imports OpenAI Prism projects.