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 …

MFI-Net: Multi-Feature Fusion Identification Networks for Artificial Intelligence Manipulation

R Ren, Q Hao, S Niu, K Xiong, J Zhang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Tampered images can easily be used for illegal activities, such as spreading rumors,
economic fraud, fabricating false news, and illegally obtaining experience benefits, etc. With …

Space-time super-resolution for light field videos

Z Xiao, Z Cheng, Z Xiong - IEEE Transactions on Image …, 2023 - ieeexplore.ieee.org
Light field (LF) cameras suffer from a fundamental trade-off between spatial and angular
resolutions. Additionally, due to the significant amount of data that needs to be recorded, the …

Learning Kernel-Modulated Neural Representation for Efficient Light Field Compression

J Shi, Y Xu, C Guillemot - IEEE Transactions on Image …, 2024 - ieeexplore.ieee.org
Light fields capture 3D scene information by recording light rays emitted from a scene at
various orientations. They offer a more immersive perception, compared with classic 2D …

Efficient random-access GPU video decoding for light-field rendering

T Chlubna, T Milet, P Zemčík - Journal of Visual Communication and Image …, 2024 - Elsevier
Compression method for GPU streaming of discrete light fields is proposed in this paper.
Views on the scene are encoded with video codec to enable streaming in real time. Instead …