AI RESEARCH
Hybrid Visual Telemetry for Bandwidth-Constrained Robotic Vision: A Pilot Study with HEVC Base Video and JPEG ROI Stills
arXiv CS.LG
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ArXi:2605.01826v1 Announce Type: cross Bandwidth-constrained robotic and surveillance systems often rely on a single compressed video stream to both continuous scene awareness and downstream machine perception. In practice, this creates a mismatch: low-bitrate video can preserve motion and coarse context, but often loses the fine local detail needed for reliable object recognition and decision-making.