Robot-Relay : Building-Wide, Calibration-Less Visual Servoing with Learned Sensor Handover Network
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Abstract (arXiv)
We present a system which grows and manages a network of remote viewpoints during the natural installation cycle for a newly installed camera network or a newly deployed robot fleet. No explicit notion of camera position or orientation is required, neither global - i.e. relative to a building plan - nor local - i.e. relative to an interesting point in a room. Furthermore, no metric relationship between viewpoints is required. Instead, we leverage our prior work in effective remote control without extrinsic or intrinsic calibration and extend it to the multi-camera setting. In this, we memorise, from simultaneous robot detections in the tracker thread, soft pixel-wise topological connections between viewpoints. We demonstrate our system with repeated autonomous traversals of workspaces connected by a network of six cameras across a productive office environment.
Key facts. Cited by 4 papers in the map (data through 14 Oct 2026). First posted on arXiv 24 Oct 2023.
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Citing papers per year: 2024: 1; 2025: 0; 2026: 3.
4 papers.
- 2024Select2Plan: Training-Free ICL-Based Planning through VQA and Memory Retrievalcited by 5
- 2026Fixed External Cameras as Common Prior Maps for Active 3D Scene Graph Generationcited by 0
- 2026RGB-only Active 3D Scene Graph Generation for Indoor Mobile Robotscited by 0
- 2026InfraVLA: Extending Vision-Language-Action Navigation with Infrastructure Camerascited by 0
- 2026InfraVLA: Extending Vision-Language-Action Navigation with Infrastructure Cameras27 Sep 2026
- 2026RGB-only Active 3D Scene Graph Generation for Indoor Mobile Robots18 May 2026
- 2026Fixed External Cameras as Common Prior Maps for Active 3D Scene Graph Generation18 May 2026
- 2024Select2Plan: Training-Free ICL-Based Planning through VQA and Memory Retrieval6 Nov 2024