过度拟合
人工智能
深度学习
分割
计算机科学
模式识别(心理学)
噪音(视频)
计算机视觉
相(物质)
表征(材料科学)
图像分割
卷积神经网络
机器学习
过程(计算)
作者
Chao Wang,Changhao Wang,Zhipeng Chang,Xiaopeng Cheng,Xingping Liu,Bing Wang,Feihong Chu,Ruzhi Wang
出处
期刊:Nanoscale
[Royal Society of Chemistry]
日期:2026-01-01
摘要
Quantitative characterization and analysis of material microstructures play a crucial role in understanding material properties. Traditional U-Net architectures, however, are often vulnerable to noise and prone to overfitting when applied...
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