On-the-Fly Homographies Calibration for Multi-Camera Tracking
Quick summary
arXiv:2609.18582v1 Announce Type: cross Abstract: Precise multi-camera tracking traditionally relies on rigorous 3D site calibration, yet this requirement is often operationally impossible in large-scale deployments. Privacy regulations frequently prohibit recording video for offline calibration; limited bandwidth precludes synchronizing high-resolution streams from hundreds of cameras; and covering immense physical sites with calibration targets is logistically infeasible. We present a multi-camera homography calibration system designed to overcome these barriers through "on-the-fly" geometri
Key takeaways
- arXiv:2609.18582v1 Announce Type: cross Abstract: Precise multi-camera tracking traditionally relies on rigorous 3D site calibration, yet this requirement is often operationally impossible in large-scale deployments.
- Privacy regulations frequently prohibit recording video for offline calibration; limited bandwidth precludes synchronizing high-resolution streams from hundreds of cameras; and covering immense physical sites with calibration targets is logistically infeasible.
- We present a multi-camera homography calibration system designed to overcome these barriers through "on-the-fly" geometri
Why it matters
The significance is not only the legal text but how it changes product design. Decisions around “On-the-Fly Homographies Calibration for Multi-Camera Tracking” may reshape data collection, model training, output accountability and market access.
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