Spectral DiffuserCam: lensless snapshot hyperspectral imaging with a spectral filter array

被引:155
|
作者
Monakhova, Kristina [1 ]
Yanny, Kyrollos [2 ]
Aggarwal, Neerja [1 ]
Waller, Laura [1 ,2 ]
机构
[1] Univ Calif Berkeley, Dept Elect Engn & Comp Sci, Berkeley, CA 94720 USA
[2] Univ Calif Berkeley, UCB UCSF Joint Grad Program Bioengn, Berkeley, CA 94720 USA
来源
OPTICA | 2020年 / 7卷 / 10期
基金
美国国家科学基金会;
关键词
SPECTROSCOPY; ALGORITHM; SYSTEM; CAMERA;
D O I
10.1364/OPTICA.397214
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
Hyperspectral imaging is useful for applications ranging from medical diagnostics to agricultural crop monitoring; however, traditional scanning hyperspectral imagers are prohibitively slow and expensive for widespread adoption. Snapshot techniques exist but are often confined to bulky benchtop setups or have lowspatio-spectral resolution. In this paper, we propose a novel, compact, and inexpensive computational camera for snapshot hyperspectral imaging. Our system consists of a tiled spectral filter array placed directly on the image sensor and a diffuser placed close to the sensor. Each point in the world maps to a unique pseudorandom pattern on the spectral filter array, which encodes multiplexed spatio-spectral information. By solving a sparsity-constrained inverse problem, we recover the hyperspectral volume with sub-super-pixel resolution. Our hyperspectral imaging framework is flexible and can be designed with contiguous or non-contiguous spectral filters that can be chosen for a given application. We provide theory for system design, demonstrate a prototype device, and present experimental results with high spatio-spectral resolution. (C) 2020 Optical Society of America under the terms of the OSA Open Access Publishing Agreement
引用
收藏
页码:1298 / 1307
页数:10
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