高光谱成像
滤波器(信号处理)
叠加原理
计算机科学
法布里-珀罗干涉仪
光学
遥感
光谱成像
计算机视觉
物理
波长
地质学
量子力学
作者
Shiqi Feng,Zhanshan Wang,Yifang Chen,Xiong Dun
出处
期刊:Optics Letters
[The Optical Society]
日期:2023-01-31
卷期号:48 (5): 1156-1156
被引量:6
摘要
Computational hyperspectral cameras with broadband encoded filter arrays enable high precision spectrum reconstruction with only a few filters. However, these types of hyperspectral cameras have limited application, because it is difficult for conventional encoded filter arrays to balance among the spectrum regulation capacity, angle insensitivity, and processibility. This Letter presents a new, to the best of our knowledge, encoded filter composed of superposition Fabry–Perot resonance cavity (SFP) that can simultaneously take all three aspects into consideration. By learning the parameters of an SFP encoder and a neural network decoder in an end-to-end manner, a computational hyperspectral camera based on an SFP filter array presents up to 2.24 times higher spectral reconstruction accuracy, 10 times wider working angle, and can be produced with a low-cost manufacturing process.
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