斯考科技科学家创造了一种快速、准确的方法,用一个显微镜图像来衡量纤维材料的孔隙度,降低成本,并促成实时工业质量控制。 Skoltech scientists created a fast, accurate way to measure fiber material porosity using just one microscope image, reducing costs and enabling real-time industrial quality control.

Skoltech研究人员开发了一种方法,用一个光学显微镜图像测量纤维材料孔隙度,平均误差达3.5%。 Skoltech researchers have developed a method to measure fibrous material porosity using just one optical microscope image, achieving 3.5% average error. 通过分析不同纤维层的视角效应和亮度变化,技术估计3D孔径,没有昂贵的显微摄影。 By analyzing perspective effects and brightness variations across fiber layers, the technique estimates 3D porosity without expensive microtomography. 它利用图像预处理、通过斐济的海脊探测检测发现纤维,以及统计深度建模,为医疗纳米纤维和航空航天合成材料等材料工作。 It uses image preprocessing, fiber detection via Fiji’s Ridge Detection, and statistical depth modeling, working for materials like medical nanofibers and aerospace composites. 这种办法能够进行实时质量控制,适合工业自动化。 The approach enables real-time quality control and is suitable for industrial automation.