The GFVC software package includes FOMM, CFTE and FV2V. The testing dataset is sourced and preprocessed from VoxCeleb and CFVQA. The quality assessment metrics include DISTS …

We optimize the implemention codes of three representative GFVC works, i.e., FOMM, CFTE and FV2V, and further provide the unified codes regarding the encoder and decoder processes.

2024年10月19日 · Experimental results illustrate that the proposed SEI-based GFVC approach can achieve remarkable rate-distortion performance compared with the latest Versatile Video …

Abstract: This paper presents an advancement in Generative Face Video Compression (GFVC) recognized through contributions in recent JVET meetings. We optimized the general …

We optimize the implemention codes of three representative GFVC works, i.e., FOMM, CFTE and FV2V, and further provide the unified codes regarding the encoder and decoder processes. …

2023年11月5日 · Generative Face Video Coding (GFVC) techniques can exploit the compact representation of facial priors and the strong inference capability of deep generative models, …

Abstract: Generative face video coding (GFVC) has been demonstrated as a potential approach to low-latency, low bitrate video conferencing. GFVC frameworks achieve an extreme gain in …

2024年3月22日 · Abstract: Generative face video coding (GFVC) can achieve high-quality visual face communication at ultra-low bit-rate ranges via strong facial prior learning and realistic …

2024年12月18日 · This paper proposes a Generative Face Video Compression (GFVC) approach using Supplemental Enhancement Information (SEI), where a series of compact spatial and …

生成人脸视频编码（GFVC）技术可以利用人脸先验的紧凑表示和深度生成模型的强大推理能力，在超低带宽场景下实现高质量的人脸视频通信。 本文对 GFVC 技术和标准化工作的最新进 …