科尔托:DART实验室的天体染工具
Mattia Pugliatti1, Carmine Buonagura1, Francesco Topputo1
1Department of Aerospace Science and Technology, Politecnico di Milano, 20156 Milan, Italy.
Sensors (Basel, Switzerland)
|December 9, 2023
概括
天体染工具 (CORTO) 为太空任务生成天体的真实合成图像. 该工具有助于开发和验证航天导航和图像处理算法.
科学领域:
- 天文学和天体物理学.
- 计算机视觉 计算机视觉 计算机视觉
- 航空航天工程是航空航天工程.
背景情况:
- 开发精确的合成图像对于太空任务设计和算法验证至关重要.
- 现有的工具可能缺乏全面的功能来实现现实的天体模拟.
研究的目的:
- 介绍和详细介绍天体染工具 (CORTO) 的功能.
- 为了证明CORTO在为太空应用生成合成天体图像方面的实用性.
- 为了突出与真实任务数据的验证的重要性.
主要方法:
- 使用染,噪音建模,硬件循环测试和后处理.
- 实施验证指标,如规范化交叉相关性和结构相似性.
- 展示CORTO在立方卫星设计,月球任务和深度学习中的应用.
主要成果:
- 科尔托为创建真实的合成天体图像提供了一种多功能解决方案.
- 该工具促进了图像处理和导航算法的开发和验证.
- 与真实任务图像的验证证实了CORTO的准确性.
结论:
- 科尔托是推动太空探索和算法开发的宝贵资产.
- 该工具在各种太空任务环境中被证明是有效的.
- 未来的工作将使CORTO的模拟能力扩展到更多的天体现象.
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