Jin Xu

Link-adaptive edge-cloud inference for UAV-based plastic mulch residue assessment

Plastic mulch residue assessment from UAV imagery is jointly constrained by segmentation accuracy, end-to-end latency and uplink bandwidth, since onboard inference loses boundary fidelity on fragmented film while cloud inference is throttled by the link, and these constraints hav...