Xianming Liu

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20212025

most citedA Survey on All-in-One Image Restoration: Taxonomy, Evaluation and Future Trends

51 citations · 90 across the 15 of their papers we have counts for

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2 papers · 1 filter

eess.IV2024

Learning Lossless Compression for High Bit-Depth Volumetric Medical Image

Kai Wang, Yuanchao Bai, Daxin Li +3

Recent advances in learning-based methods have markedly enhanced the capabilities of image compression. However, these methods struggle with high bit-depth volumetric medical image…

eess.IV2021★ 1 cited

Learning Scalable $ℓ_{\infty}$ -constrained Near-lossless Image Compression via Joint Lossy Image and Residual Compression

Yuanchao Bai, Xianming Liu, Wangmeng Zuo +2

We propose a novel joint lossy image and residual compression framework for learning $ℓ_{\infty}$ -constrained near-lossless image compression. Specifically, we obtain a lossy reco…

Learning Lossless Compression for High Bit-Depth Volumetric Medical Image

Learning Scalable ℓ∞​-constrained Near-lossless Image Compression via Joint Lossy Image and Residual Compression

Learning Scalable $ℓ_{\infty}$ -constrained Near-lossless Image Compression via Joint Lossy Image and Residual Compression