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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).
URL: http://r0k.us/graphics/kodak/
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Z. Wang, E. P Simoncelli, and A. C. Bovik, · 2003
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A Krizhevsky, · 2009
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E. Agustsson and R. Timofte, · 2017
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N. Farsad, M. Rao, and A. Goldsmith, · 2018
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3GPP, · 2018
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“Neural joint source-channel coding,”
K. Choi, K. Tatwawadi, A. Grover, T. Weissman, and S. Ermon, · 2019
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“Deep joint source-channel coding for wireless image transmission,”
E. Bourtsoulatze, D. B. Kurka, and D. Gündüz, · 2019
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“DeepJSCC-f: Deep joint source-channel coding of images with feedback,”
D. B. Kurka and D. Gündüz, · 2020
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“Wireless image retrieval at the edge,”
M. Jankowski, D. Gündüz, and K. Mikolajczyk, · 2020
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“An image is worth 16x16 words: Transformers for image recognition at scale,”
A. Dosovitskiy, L. Beyer, A. Kolesnikov, D. Weissenborn, X. Zhai, T. Unterthiner, M. Dehghani, M. Minderer, G. Heigold, S. Gelly, et al., · 2020
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“Wireless image transmission using deep source channel coding with attention modules,”
“Swin transformer: Hierarchical vision transformer using shifted windows,”
Z. Liu, Y. Lin, Y. Cao, H. Hu, Y. Wei, Z. Zhang, S. Lin, and B. Guo, · 2021
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“Comparison of full-reference image quality models for optimization of image processing systems,”
K. Ding, K. Ma, S. Wang, and E. P. Simoncelli, · 2021
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URL: http://compression.cc
“CLIC 2021: Challenge on learned image compression,” · 2021
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“Communication beyond transmitting bits: Semantics-guided source and channel coding,”
J. Dai, P. Zhang, K. Niu, S. Wang, Z. Si, and X. Qin, · 2022
Closest in time.
“Toward wisdom-evolutionary and primitive-concise 6g: A new paradigm of semantic communication networks,”
P. Zhang, W. Xu, H. Gao, K. Niu, X. Xu, X. Qin, C. Yuan, Z. Qin, H. Zhao, J. Wei, et al., · 2022
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J. Xu, B. Ai, W. Chen, A. Yang, P. Sun, and M. Rodrigues, · 2021
Cited alongside, same era.
“Deep learning enabled semantic communication systems,”
H. Xie, Z. Qin, G. Y. Li, and B. H. Juang, · 2021
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“BPG image format.,”
F. Bellard,
Cited in the paper.
J. Wang, S. Wang, J. Dai, Z. Si, D. Zhou, and K. Niu, · 2022
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