Generative Visual Compression: A Review

B Chen, S Yin, P Chen, S Wang, Y Ye - arXiv preprint arXiv:2402.02140, 2024 - arxiv.org
Artificial Intelligence Generated Content (AIGC) is leading a new technical revolution for the
acquisition of digital content and impelling the progress of visual compression towards …

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 …

Deep Shape-Texture Statistics for Completely Blind Image Quality Evaluation

Y Li, P Chen, H Zhu, K Ding, L Li, S Wang - ACM Transactions on …, 2024 - dl.acm.org
Opinion-Unaware Blind Image Quality Assessment (OU-BIQA) models aim to predict image
quality without training on reference images and subjective quality scores. Thereinto, image …

Benchmarking AIGC Video Quality Assessment: A Dataset and Unified Model

Z Zhang, X Li, W Sun, J Jia, X Min, Z Zhang, C Li… - arXiv preprint arXiv …, 2024 - arxiv.org
In recent years, artificial intelligence (AI) driven video generation has garnered significant
attention due to advancements in stable diffusion and large language model techniques …

[HTML][HTML] Overview of High-Dynamic-Range Image Quality Assessment

Y Liu, Y Tian, S Wang, X Zhang, S Kwong - Journal of Imaging, 2024 - mdpi.com
In recent years, the High-Dynamic-Range (HDR) image has gained widespread popularity
across various domains, such as the security, multimedia, and biomedical fields, owing to its …

Beyond GFVC: A Progressive Face Video Compression Framework with Adaptive Visual Tokens

B Chen, S Yin, Z Zhang, J Chen, RL Liao, L Zhu… - arXiv preprint arXiv …, 2024 - arxiv.org
Recently, deep generative models have greatly advanced the progress of face video coding
towards promising rate-distortion performance and diverse application functionalities …

Enhanced Multi-Resolution Generative Face Video Compression

R Zhou, RL Liao, B Chen, Y Ye… - 2024 IEEE 26th …, 2024 - ieeexplore.ieee.org
This paper presents an advancement in Generative Face Video Compression (GFVC)
recognized through contributions in recent JVET meetings. We optimized the general …