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Fractal Knowledge-Guided Diffusion Representation Learning Framework for Self-supervised Crack Segmentation
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AI
DOI：10.1016/j.knosys.2026.116085.png)
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摘要
En 中文
• 分形伪掩码与拓扑引导无标签数据的学习。
• 多尺度门控扩散模块改进裂缝特征建模。
• 双流空间自适应反归一化稳定对抗训练。
• 对比无配对翻译实现对比表示学习。
Keyword:
Fractal pseudo-masks
Multi-scale gated diffusion
Dual-stream spatially adaptive denormalization
Contrastive unpaired translation
Self-supervised crack segmentation
期刊
K
IF:
7.6
论文数:
1.3W
被引数:
4.5W
机构
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