S2LIC: Learned Image Compression with the SwinV2 Block, Adaptive Channel-wise and Global-inter Attention Context

[📄 Paper on arXiv]

🧠 Architectures

Overall Framework

Proposed Entropy Model

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📊 Evaluation Results

RD Curves on Kodak

Visual Quality Comparisons

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📄 Citation

If you find our project useful, please cite:

@article{wang2024s2lic,
  title={S2LIC: Learned Image Compression with the SwinV2 Block, Adaptive Channel-wise and Global-inter Attention Context},
  author={Wang, Yongqiang and Liang, Feng and Liang, Jie and Fu, Haisheng},
  journal={arXiv preprint arXiv:2403.14471},
  year={2024}
}

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🙏 Acknowledgement

This work is built on top of the following projects:

CompressAI

MLIC

TIC

We thank the authors for sharing their excellent work.