概括
我们开发了一种紧的衍射光谱极度测量成像系统,使用衍射极化光谱元件 (DPSE) 和SPMSA-Net. 该框架实现了高保真度的光谱和极化成像,其足迹显著减少.
科学领域:
- 光学和光子学 在光学和光子学.
- 图像处理 图像处理
- 材料科学 材料科学 材料科学
背景情况:
- 谱极度成像提供了丰富的光学信息,但面临着系统大小,复杂性和成本的挑战.
- 现有系统通常需要专门的偏振光学,增加设计障碍.
研究的目的:
- 提出和演示一个集成的衍射全斯托克斯光谱-极度测量成像框架.
- 为了克服传统的光谱极极度测量成像系统的局限性.
主要方法:
- 开发了一种端到端设计的衍射偏振光谱元件 (DPSE) 用于相位和偏振调制.
- 利用神经网络 (SPMSA-Net) 来从调制图像中重建光谱-极度测量数据立方体.
- 将DPSE和SPMSA-Net集成到一个紧的成像框架中.
主要成果:
- 与最先进的方法相比,PSNR的平均改善为0.78dB,SSIM的平均改善为0.012dB.
- 证明同时捕获光谱信息 (400-700nm,10nm分辨率) 和全斯托克斯参数.
- 实现了高空间分辨率 (2252x2252像素) 和超过98.9%的光谱成像保真度.
结论:
- 拟议的衍射成像框架可实现高性能光谱极极度测量成像,并具有紧的架构.
- 该系统提供精确的极化表征和高准确度光谱成像能力.
- 这种方法显著减少了光谱-极度测量系统的物理足迹和复杂性.
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