CaDM: Codec-aware Diffusion Modeling for Neural-enhanced Video Streaming

doi:doi:10.57702/7z9rm4pz

CaDM: Codec-aware Diffusion Modeling for Neural-enhanced Video Streaming

Recent years have witnessed the dramatic growth of Internet video trafﬁc, where the video bitstreams are often compressed and delivered in low quality to ﬁt the streamer’s uplink bandwidth. To alleviate the quality degradation, it comes the rise of Neural-enhanced Video Streaming (NVS), which shows great prospects for recovering low-quality videos by mostly deploying neural super-resolution (SR) on the media server.

BibTex:

@dataset{Qihua_Zhou_and_Ruibin_Li_and_Song_Guo_and_Peiran_Dong_and_Yi_Liu_and_Jingcai_Guo_and_Zhenda_Xu_2024,
    abstract = {Recent years have witnessed the dramatic growth of Internet video trafﬁc, where the video bitstreams are often compressed and delivered in low quality to ﬁt the streamer’s uplink bandwidth. To alleviate the quality degradation, it comes the rise of Neural-enhanced Video Streaming (NVS), which shows great prospects for recovering low-quality videos by mostly deploying neural super-resolution (SR) on the media server.},
    author = {Qihua Zhou and Ruibin Li and Song Guo and Peiran Dong and Yi Liu and Jingcai Guo and Zhenda Xu},
    doi = {10.57702/7z9rm4pz},
    institution = {No Organization},
    keyword = {'Diffusion Modeling', 'Neural-enhanced Video Streaming', 'Super-Resolution'},
    month = {dec},
    publisher = {TIB},
    title = {CaDM: Codec-aware Diffusion Modeling for Neural-enhanced Video Streaming},
    url = {https://service.tib.eu/ldmservice/dataset/cadm--codec-aware-diffusion-modeling-for-neural-enhanced-video-streaming},
    year = {2024}
}