UniH^3: Unifying Hierarchical Homogeneity and Heterogeneity for All-in-One Medical Image Restoration
- 类型：arxiv
- 标识：2609.11156
- 链接：https://arxiv.org/abs/2609.11156
- 主分类：engineering
- 形态：method
- 被引：0
- 被引来源：Semantic Scholar
- S2被引：0
- 影响力被引：0
- TLDR：UniH3, a novel framework that Unifies Hierarchical Homogeneity and Heterogeneity and Heterogeneity for all-in-one medical image restoration, is proposed and extensive experiments on two large-scale benchmarks demonstrate that UniH3 achieves state-of-the-art performance on both all-in-one and single-task medical image restoration.
- 待LLM分类：否
- 标题中文：UniH^3：面向全能医学图像复原的层次同质性与异质性统一
- TLDR中文：提出 UniH3，一个统一层次同质性与异质性的全新框架，用于一体化医学图像修复，在两个大规模基准上的大量实验表明 UniH3 在一体化和单任务医学图像修复上均达到 SOTA 性能。
- 来源文件：
- /inbox/tom/_candidates/2026-09-11-agent-rag-longcontext-candidates.json
- [S2 enrich]