Generative face video coding techniques and standardization efforts: A review

B Chen, J Chen, S Wang, Y Ye - 2024 Data Compression …, 2024 - ieeexplore.ieee.org
Generative Face Video Coding (GFVC) techniques can exploit the compact representation
of facial priors and the strong inference capability of deep generative models, achieving high …

Compact temporal trajectory representation for talking face video compression

B Chen, Z Wang, B Li, S Wang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In this paper, we propose to compactly represent the nonlinear dynamics along the temporal
trajectories for talking face video compression. By projecting the frames into a high …

Interactive face video coding: A generative compression framework

B Chen, Z Wang, B Li, S Wang, S Wang… - arXiv preprint arXiv …, 2023 - arxiv.org
In this paper, we propose a novel framework for Interactive Face Video Coding (IFVC), which
allows humans to interact with the intrinsic visual representations instead of the signals. The …

Enabling translatability of generative face video coding: A unified face feature transcoding framework

S Yin, B Chen, S Wang, Y Ye - 2024 Data Compression …, 2024 - ieeexplore.ieee.org
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 generation. However …

Semantic Face Compression for Metaverse: A Compact 3D Descriptor Based Approach

B Li, B Chen, Z Wang, S Wang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The metaverse, a 3D virtual world, requires efficient interactive avatar communication. To
achieve this goal, we envision a new metaverse paradigm for virtual avatar faces and …