Predictive coding for animation-based video compression

G Konuko, S Lathuilière… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
We address the problem of efficiently compressing video for conferencing-type applications.
We build on recent approaches based on image animation, which can achieve good …

Generative Human Video Compression with Multi-granularity Temporal Trajectory Factorization

S Yin, B Chen, S Wang, Y Ye - arXiv preprint arXiv:2410.10171, 2024 - arxiv.org
In this paper, we propose a novel Multi-granularity Temporal Trajectory Factorization
framework for generative human video compression, which holds great potential for …

Multi-Reference Generative Face Video Compression with Contrastive Learning

G Konuko, G Valenzise - 2024 IEEE 26th International …, 2024 - ieeexplore.ieee.org
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 …

Improved predictive coding for animation-based video compression

G Konuko, G Valenzise - 2024 12th European Workshop on …, 2024 - ieeexplore.ieee.org
This paper addresses the limitations of generative face video compression (GFVC) under
conditions of substantial head movement and complex facial deformations. Previous GFVC …

A Talking-head Semantic Communication System for 6G

Q Du, Y Duan, X Tao - 2023 IEEE/CIC International Conference …, 2023 - ieeexplore.ieee.org
Semantic communication has received increasing attention due to its potential to improve
the communication efficiency by transmitting the semantics. Take video conferencing as an …

Improving Reconstruction Fidelity in Generative Face Video Coding using High-Frequency Shuttling

G Konuko, G Valenzise… - IEEE International …, 2024 - centralesupelec.hal.science
Generative face video coding (GFVC) schemes applied to talking head videos have recently
demonstrated significant coding gains compared to traditional coding frameworks …