WITT: A Wireless Image Transmission Transformer for Semantic Communications

In this paper, we aim to redesign the vision Transformer (ViT) as a new backbone to realize semantic image transmission, termed wireless image transmission transformer (WITT). Previous works build upon convolutional neural networks (CNNs), which are inefficient in capturing global dependencies, resu...

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Veröffentlicht in:	Proceedings of the ... IEEE International Conference on Acoustics, Speech and Signal Processing (1998) S. 1 - 5
Hauptverfasser:	Yang, Ke, Wang, Sixian, Dai, Jincheng, Tan, Kailin, Niu, Kai, Zhang, Ping
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 04.06.2023
Schlagworte:	Image communication Image resolution joint source and channel coding Measurement Modulation Semantics Speech coding vision Transformer Wireless communication wireless image transmission
ISSN:	2379-190X
Online-Zugang:	Volltext
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