Unsupervised video semantic compression (UVSC), ie, compressing videos to better
support various analysis tasks, has recently garnered attention. However, the semantic …

Recent advancements in end-to-end image compression demonstrate the potential to
surpass traditional codecs regarding rate-distortion performance. However, current methods …

The Human Visual System (HVS), with its intricate sophistication, is capable of achieving
ultra-compact information compression for visual signals. This remarkable ability is coupled …

Typical deep neural video compression networks usually follow the hybrid approach of
classical video coding that contains two separate modules: motion coding and residual …

Video encoders optimize compression for human perception by minimizing reconstruction
error under bit-rate constraints. In many modern applications such as autonomous driving …