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 …

Comprehensive study of compression and texture integration for digital imaging and communications in medicine data analysis

AK Shakya, A Vidyarthi - Technologies, 2024 - mdpi.com
In response to the COVID-19 pandemic and its strain on healthcare resources, this study
presents a comprehensive review of various techniques that can be used to integrate image …

[HTML][HTML] Pricing GAN-based data generators under Rényi differential privacy

X Jiang, C Niu, C Ying, F Wu, Y Luo - Information Sciences, 2022 - Elsevier
As smart devices are becoming increasingly common in people's daily lives, privacy and
security concerns make data collection expensive and limited, which further hinder the …

Light field compression via compact neural scene representation

J Shi, C Guillemot - ICASSP 2023-2023 IEEE International …, 2023 - ieeexplore.ieee.org
In this paper, we propose a novel light field compression method based on a low rank-
constrained neural scene representation. While most existing methods directly compress the …

Multi-stream dense view reconstruction network for light field image compression

D Liu, Y Huang, Y Fang, Y Zuo… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Recently, many view synthesis-based methods are proposed for high-efficiency light field
(LF) image compression. However, most existing methods fail to recover more texture details …

Construction of multivalued cryptographic boolean function using recurrent neural network and its application in image encryption scheme

N Abughazalah, A Latif, MW Hafiz, M Khan… - Artificial Intelligence …, 2023 - Springer
The construction and development of new techniques for a nonlinear multivalued Boolean
function is one of the important aspects of modern ciphers. These multivalued Boolean …

UNet-like network fused swin transformer and CNN for semantic image synthesis

A Ke, J Luo, B Cai - Scientific Reports, 2024 - nature.com
Semantic image synthesis approaches has been dominated by the modelling of
Convolutional Neural Networks (CNN). Due to the limitations of local perception, their …

Survey on deep learning applications in digital image security

Z Bao, R Xue - Optical Engineering, 2021 - spiedigitallibrary.org
In the digital era, sharing pictures on social media has become a common privacy issue. To
prevent private images from being eavesdropped on and destroyed, developing secure and …

Color image encryption based on lite dense-ResNet and bit-XOR diffusion

Z Bao, R Xue, J Hu, Y Liu - Multimedia Tools and Applications, 2024 - Springer
Images contain a wealth of information and are frequently targeted by malicious attackers
when transmitted over public networks. Fortunately, image encryption prevents confidential …

A hybrid crypto-compression model for secure brain mri image transmission

S Padhy, S Dash, TN Shankar, V Rachapudi… - Multimedia Tools and …, 2024 - Springer
Medical image encryption is a major issue in healthcare applications where memory,
energy, and computational resources are constrained. The modern technological …