A few-shot, sketch-based semantic coding method reconstructs surveillance video from a reference frame and six training clips per scene, outperforming video synthesis baselines on KID, LPIPS, PSNR, and SSIM.
Communication beyond transmitting bits: Semantics-guided source and channel coding,
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Few-shot Semantic Encoding and Decoding for Video Surveillance
A few-shot, sketch-based semantic coding method reconstructs surveillance video from a reference frame and six training clips per scene, outperforming video synthesis baselines on KID, LPIPS, PSNR, and SSIM.