Deep learning architectures for aligning multi-agent sensor coordinates in the presence of transmission jitter and positioning inaccuracies.
When multiple roadside cameras and vehicles observe the same scene, discrepancies in timestamp synchronization and RTK-GNSS drift can introduce ghost artifacts into the bird's-eye-view grid. V2Sight deploys cross-attention spatial transformers that resolve multi-view ambiguity in real time.