Collaborative Perception: Fusing Multi-Vehicle BEV Features in Real Time

How graph neural networks and spatial cross-attention layers combine disparate camera perspectives into a master bird's-eye view representation while compensating for wireless transmission latency.

Temporal Delay Compensation

Using flow-based warping networks anticipates spatial movement during the 20ms wireless transmission window, eliminating motion ghosting artifacts.

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