Institute of Imaging and Computer Vision, RWTH Aachen University, Aachen, Germany.
IEEE Trans Image Process. 2011 Feb;20(2):496-505. doi: 10.1109/TIP.2010.2062193. Epub 2010 Jul 29.
High-fidelity color image acquisition with a multispectral camera utilizes optical filters to separate the visible electromagnetic spectrum into several passbands. This is often realized with a computer-controlled filter wheel, where each position is equipped with an optical bandpass filter. For each filter wheel position, a grayscale image is acquired and the passbands are finally combined to a multispectral image. However, the different optical properties and non-coplanar alignment of the filters cause image aberrations since the optical path is slightly different for each filter wheel position. As in a normal camera system, the lens causes additional wavelength-dependent image distortions called chromatic aberrations. When transforming the multispectral image with these aberrations into an RGB image, color fringes appear, and the image exhibits a pincushion or barrel distortion. In this paper, we address both the distortions caused by the lens and by the filters. Based on a physical model of the bandpass filters, we show that the aberrations caused by the filters can be modeled by displaced image planes. The lens distortions are modeled by an extended pinhole camera model, which results in a remaining mean calibration error of only 0.07 pixels. Using an absolute calibration target, we then geometrically calibrate each passband and compensate for both lens and filter distortions simultaneously. We show that both types of aberrations can be compensated and present detailed results on the remaining calibration errors.
高保真彩色图像采集利用多光谱相机利用光学滤波器将可见电磁光谱分离成多个通带。这通常是通过计算机控制的滤光轮来实现的,每个位置都配备有一个光学带通滤波器。对于每个滤光轮位置,都会采集灰度图像,最终将通带组合成多光谱图像。然而,由于滤波器的不同光学特性和非共面排列,每个滤光轮位置的光路略有不同,因此会导致图像像差。就像在普通相机系统中一样,透镜会导致额外的波长相关图像失真,称为色差。当将带有这些像差的多光谱图像转换为 RGB 图像时,会出现彩色条纹,并且图像会出现枕形或桶形失真。在本文中,我们将解决由透镜和滤波器引起的两种失真。基于带通滤波器的物理模型,我们表明滤波器引起的像差可以通过移位的像平面来建模。透镜失真通过扩展针孔相机模型进行建模,结果表明剩余的平均校准误差仅为 0.07 像素。然后,我们使用绝对校准目标对每个通带进行几何校准,并同时补偿透镜和滤波器的失真。我们表明可以补偿这两种类型的失真,并呈现剩余校准误差的详细结果。