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 …

Rate-Distortion Optimized Cross Modal Compression with Multiple Domains

J Gao, C Jia, Z Huang, S Wang, S Ma… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Cross-modal compression (CMC) aims to compress highly redundant visual data into
compact, common, and human-comprehensible domains, such as text, to preserve semantic …

UniMIC: Towards Universal Multi-modality Perceptual Image Compression

Y Gao, X Li, X Pan, R Feng, Z Guo, Y Lu, Y Ren… - arXiv preprint arXiv …, 2024 - arxiv.org
We present UniMIC, a universal multi-modality image compression framework, intending to
unify the rate-distortion-perception (RDP) optimization for multiple image codecs …