Tan Huanshu, Peng Shuhua, Sun Chao, Zhang Xuehua, Lohse Detlef
Physics of Fluids group, Department of Science and Technology, Mesa+ Institute, and J. M. Burgers Centre for Fluid Dynamics, University of Twente, P.O. Box 217, 7500, AE Enschede, The Netherlands.
Soft Matter & Interfaces Group, School of Engineering, RMIT University, VIC 3001, Melbourne, Australia.
Eur Phys J E Soft Matter. 2016 Nov;39(11):106. doi: 10.1140/epje/i2016-16106-6. Epub 2016 Nov 15.
In the study of nanobubbles, nanodroplets or nanolenses immobilised on a substrate, a cross-section of a spherical cap is widely applied to extract geometrical information from atomic force microscopy (AFM) topographic images. In this paper, we have developed a comprehensive 3D spherical-cap fitting procedure (3D-SCFP) to extract morphologic characteristics of complete or truncated spherical caps from AFM images. Our procedure integrates several advanced digital image analysis techniques to construct a 3D spherical-cap model, from which the geometrical parameters of the nanostructures are extracted automatically by a simple algorithm. The procedure takes into account all valid data points in the construction of the 3D spherical-cap model to achieve high fidelity in morphology analysis. We compare our 3D fitting procedure with the commonly used 2D cross-sectional profile fitting method to determine the contact angle of a complete spherical cap and a truncated spherical cap. The results from 3D-SCFP are consistent and accurate, while 2D fitting is unavoidably arbitrary in the selection of the cross-section and has a much lower number of data points on which the fitting can be based, which in addition is biased to the top of the spherical cap. We expect that the developed 3D spherical-cap fitting procedure will find many applications in imaging analysis.
在对固定在基底上的纳米气泡、纳米液滴或纳米透镜的研究中,球冠的横截面被广泛应用于从原子力显微镜(AFM)形貌图像中提取几何信息。在本文中,我们开发了一种全面的三维球冠拟合程序(3D-SCFP),用于从AFM图像中提取完整或截顶球冠的形态特征。我们的程序整合了多种先进的数字图像分析技术来构建三维球冠模型,通过一个简单的算法可自动从该模型中提取纳米结构的几何参数。该程序在构建三维球冠模型时考虑了所有有效的数据点,以在形态分析中实现高保真度。我们将我们的三维拟合程序与常用的二维横截面轮廓拟合方法进行比较,以确定完整球冠和截顶球冠的接触角。3D-SCFP的结果一致且准确,而二维拟合在横截面的选择上不可避免地具有随意性,且可用于拟合的数据点数量要少得多,此外还偏向于球冠的顶部。我们期望所开发的三维球冠拟合程序将在成像分析中找到许多应用。