光学成像系统的端到端图像模拟器:方程和仿真示例

P. Coppo, L. Chiarantini, L. Alparone
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引用次数: 20

摘要

本文描述了一种简化的端到端软件工具的理论描述,用于模拟光学仪器产生的数据,从合成或航空高光谱数据开始,并报道了一些用于现有和未来设计仪器的高光谱和全色图像的仿真示例。采用具有低固有噪声的高空间/光谱分辨率图像和传感器/任务规格作为模拟输入。本文中报告的示例显示了该工具在模拟目标检测场景,分类性能和类别区分方面的数据质量评估,光学设计对图像质量的影响以及光学性能的3D建模方面的能力。模拟器被设想为一种工具(在0/ a阶段),用于新的地球观测光学仪器的规范和早期开发,其符合用户的要求是通过成本/性能权衡的过程来实现的。Selex Galileo模拟器,与其他现有的用于星载仪器C/D阶段项目的图像模拟器相比,实现了完整的全色和高光谱图像模拟所需的所有模块,并且由于采用了IDL-ENVI软件环境,它为新的集成功能提供了出色的灵活性和可扩展性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
End-to-End Image Simulator for Optical Imaging Systems: Equations and Simulation Examples
The theoretical description of a simplified end-to-end software tool for simulation of data produced by optical instruments, starting from either synthetic or airborne hyperspectral data, is described and some simulation examples of hyperspectral and panchromatic images for existing and future design instruments are also reported. High spatial/spectral resolution images with low intrinsic noise and the sensor/mission specifications are used as inputs for the simulations. The examples reported in this paper show the capabilities of the tool for simulating target detection scenarios, data quality assessment with respect to classification performance and class discrimination, impact of optical design on image quality, and 3D modelling of optical performances. The simulator is conceived as a tool (during phase 0/A) for the specification and early development of new Earth observation optical instruments, whose compliance to user’s requirements is achieved through a process of cost/performance trade-off. The Selex Galileo simulator, as compared with other existing image simulators for phase C/D projects of space-borne instruments, implements all modules necessary for a complete panchromatic and hyper spectral image simulation, and it allows excellent flexibility and expandability for new integrated functions because of the adopted IDL-ENVI software environment.
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