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license: apache-2.0
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---
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---
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license: apache-2.0
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tags:
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- arxiv:2605.15779
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- computer-vision
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- object-tracking
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- multi-camera
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- uav
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---
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# Multi-Camera Multi-Vehicle Tracking System (UAV Dataset)
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This dataset contains synchronized multi-UAV video footage and comprehensive tracking annotations, accompanying the paper **[A Topology-Aware Spatiotemporal Handover Framework for Continuous Multi-UAV Tracking](https://arxiv.org/abs/2605.15779)**.
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It is designed for evaluating real-time multi-camera multi-vehicle tracking (MCMT) systems, focusing on solving trajectory fragmentation and maintaining global identity persistence across isolated UAV fields of view.
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<p align="center">
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<img src="assets/Pipeline.png" alt="Multi-Camera Multi-Vehicle Tracking Pipeline" width="80%"/>
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</p>
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## Dataset Contents
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### 1. Video Assets
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Three synchronized 1-minute video clips captured from different UAV perspectives in complex urban environments.
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- `uav1_1min.mp4`
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- `uav2_1min.mp4`
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- `uav3_1min.mp4`
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<p align="center">
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<img src="assets/uav1.jpg" alt="UAV1" width="32%"/>
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<img src="assets/uav2.jpg" alt="UAV2" width="32%"/>
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<img src="assets/uav3.jpg" alt="UAV3" width="32%"/>
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<br/>
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<em>Example: Consistent global tracking (e.g., the red car with ID 70) across overlapping UAV fields of view.</em>
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</p>
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### 2. Annotations (CSVs)
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The dataset includes structured CSV files with rich metadata generated by our tracking pipeline.
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**Base Schema:**
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```text
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frame_index, x_min, y_min, x_max, y_max, class_id, confidence, tracker_id, global_id, camera_id, speed, status
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```
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*Note: Speed is estimated in km/h via pixel-to-meter scaling. Status tracks active/new_entry/exiting states.*
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## Tracking Pipeline Code
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The full production-ready pipeline (utilizing YOLO11, ByteTrack, and our Topology-based Spatiotemporal Handover mechanism) used to process these videos is open-source.
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🔗 **[View Source Code on GitHub](https://www.google.com/search?q=https://github.com/JYe9/multi-camera-multi-vehicle-tracking-system)**
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## Citation
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If you find this dataset or our framework useful in your research, please cite our paper:
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```bibtex
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@misc{ye2026topologyaware,
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title={A Topology-Aware Spatiotemporal Handover Framework for Continuous Multi-UAV Tracking},
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author={Jianlin Ye and Christos Kyrkou and Panayiotis Kolios},
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year={2026},
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eprint={2605.15779},
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archivePrefix={arXiv},
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primaryClass={cs.CV}
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}
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```
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