Task-Scalable Image Semantic Communication via Conditional Affine Transforms and Pixel-Wise Quality Control

Deep autoencoder-based joint source-channel coding (JSCC) has gained significant attention for end-to-end image semantic communication systems. However, existing methods typically optimize a uniform bandwidth-distortion trade-off over the entire image, potentially leading to the loss of crucial deta...

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Veröffentlicht in:	IEEE Wireless Communications and Networking Conference : [proceedings] : WCNC S. 1 - 6
Hauptverfasser:	Wang, Jun, Yao, Shengshi, Wang, Sixian, Si, Zhongwei, Wang, Fengyu, Liu, Zhenyu, Dai, Jincheng
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 24.03.2025
Schlagworte:	Backpropagation Channel allocation Codecs Image coding Image communication Image quality Image semantic communications joint source and channel coding Quality control Semantic communication task-scalable Training Transforms
ISSN:	1558-2612
Online-Zugang:	Volltext
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