Distilled Vision-Language Model Semantics for Edge-Deployable Content-Aware Adaptive Video Compression
With the proliferation of edge video services, content-aware adaptive video compression has become increasingly critical to balancing bandwidth efficiency and visual quality. However, conventional codec control methods mainly rely on low-level signal statistics, limiting their adaptability to high-level content semanti...