A Low-Bit-Rate Image Semantic Communication System Based on Semantic Graph

J Dong, T Yan, W Sun - Electronics, 2024 - mdpi.com
In the progress of research in the field of semantic communication, most efforts have been
focused on optimizing the signal-to-noise ratio (SNR), while the design and optimization of …

Deep learning-based image semantic coding for semantic communications

D Huang, X Tao, F Gao, J Lu - 2021 IEEE Global …, 2021 - ieeexplore.ieee.org
This paper presents the Generative Adversarial Networks (GANs)-based image semantic
coding, the goal of which is semantic exchange rather than symbol transmission. State-of …

Toward semantic communications: Deep learning-based image semantic coding

D Huang, F Gao, X Tao, Q Du… - IEEE Journal on Selected …, 2022 - ieeexplore.ieee.org
Semantic communications has received growing interest since it can remarkably reduce the
amount of data to be transmitted without missing critical information. Most existing works …

Selection-Based Image Generation for Semantic Communication Systems

C Liang, D Li, Z Lin, H Cao - IEEE Communications Letters, 2023 - ieeexplore.ieee.org
Efficient image transmission while preserving semantic information is crucial for many
applications but poses challenges when communication channels have limited capacity …

Image semantic communications: An extended rate-distortion theory based scheme

W Tong, F Liu, Z Sun, Y Yang… - 2022 IEEE Globecom …, 2022 - ieeexplore.ieee.org
Semantic communication is a promising paradigm for future artificial intelligence-
empowered communications. In this paper, we propose a task-oriented semantic …

Image Coding and Compression Method Based on Semantics of Pixels for Semantic Communication

Q Sun, C Guo, R Tang, C Liu… - 2024 IEEE/CIC …, 2024 - ieeexplore.ieee.org
Semantic image transmission is promising for both image reconstruction or downstream task
execution. However, it is still challenging to simultaneously achieve pleasing visual clarity …

[HTML][HTML] A semantic communication model for the task of high quality image transmission to edge-end devices

Z Wen, J Fang, X Wang - Internet of Things, 2024 - Elsevier
With the development of Industrial Internet of Things (IIOT) equipment to intelligentization
and digitalization, a large number of intelligent mobile devices and Automated Guided …

Semantic Communications with Explicit Semantic Base for Image Transmission

Y Zheng, F Wang, W Xu, M Pan… - GLOBECOM 2023-2023 …, 2023 - ieeexplore.ieee.org
Semantic communications, aiming at ensuring the successful delivery of the meaning of
information, are expected to be one of the potential techniques for the next generation …

Semantic Communication for Efficient Image Transmission Tasks based on Masked Autoencoders

J Wu, C Wu, Y Lin, J Bao, Z Du, L Zhong… - 2023 IEEE 98th …, 2023 - ieeexplore.ieee.org
Semantic communication, a promising candidate for 6G technology, has become a research
hot spot. However, existing studies tend to focus more on image reconstruction rather than …

Multi-Modal Knowledge Graph Enhanced StyleGAN-Based Cognitive Semantic Communications for Image Transmissions

W Wu, H Mao, F Zhou, T Yao, H Hu… - 2024 IEEE …, 2024 - ieeexplore.ieee.org
In recent years, image semantic communications (ISC) have gained significant attention as a
critical area of semantic communications. However, the majority of existing frameworks for …