Lohner Stefan A, Nothelfer Steffen, Kienle Alwin
Institut für Lasertechnologien in der Medizin und Meßtechnik an der Universität Ulm, Helmholtzstr. 12, D-89081 Ulm, Germany.
Sensors (Basel). 2023 Sep 14;23(18):7888. doi: 10.3390/s23187888.
Spatial frequency domain imaging (SFDI) is well established in biology and medicine for non-contact, wide-field imaging of optical properties and 3D topography. Especially for turbid media with displaced, tilted or irregularly shaped surfaces, the reliable quantitative measurement of diffuse reflectance requires efficient calibration and correction methods. In this work, we present the implementation of a generic and hardware independent calibration routine for SFDI setups based on the so-called pinhole camera model for both projection and detection. Using a two-step geometric and intensity calibration, we obtain an imaging model that efficiently and accurately determines 3D topography and diffuse reflectance for subsequently measured samples, taking into account their relative distance and orientation to the camera and projector, as well as the distortions of the optical system. Derived correction procedures for position- and orientation-dependent changes in spatial frequency and intensity allow the determination of the effective scattering coefficient μs' and the absorption coefficient μa when measuring a spherical optical phantom at three different measurement positions and at nine wavelengths with an average error of 5% and 12%, respectively. Model-based calibration allows the characterization of the imaging properties of the entire SFDI system without prior knowledge, enabling the future development of a digital twin for synthetic data generation or more robust evaluation methods.
空间频域成像(SFDI)在生物学和医学领域已得到广泛应用,可用于对光学特性和三维地形进行非接触式宽场成像。特别是对于表面有位移、倾斜或形状不规则的浑浊介质,可靠地定量测量漫反射需要高效的校准和校正方法。在这项工作中,我们基于投影和检测的所谓针孔相机模型,介绍了一种适用于SFDI装置的通用且与硬件无关的校准程序的实现方法。通过两步几何校准和强度校准,我们获得了一个成像模型,该模型能够有效且准确地确定后续测量样品的三维地形和漫反射,同时考虑到样品与相机和投影仪的相对距离和方向,以及光学系统的畸变。针对空间频率和强度中与位置和方向相关的变化所推导的校正程序,在对球形光学模型在三个不同测量位置和九个波长下进行测量时,分别以5%和12%的平均误差确定有效散射系数μs'和吸收系数μa。基于模型的校准能够在无需先验知识的情况下表征整个SFDI系统的成像特性,为未来生成合成数据的数字孪生或更稳健的评估方法的发展提供了可能。