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一种具有高时空分辨率的宽带高光谱图像传感器。

A broadband hyperspectral image sensor with high spatio-temporal resolution.

机构信息

State Key Laboratory of CNS/ATM & MIIT Key Laboratory of Complex-field Intelligent Sensing, Beijing Institute of Technology, Beijing, China.

出版信息

Nature. 2024 Nov;635(8037):73-81. doi: 10.1038/s41586-024-08109-1. Epub 2024 Nov 6.

Abstract

Hyperspectral imaging provides high-dimensional spatial-temporal-spectral information showing intrinsic matter characteristics. Here we report an on-chip computational hyperspectral imaging framework with high spatial and temporal resolution. By integrating different broadband modulation materials on the image sensor chip, the target spectral information is non-uniformly and intrinsically coupled to each pixel with high light throughput. Using intelligent reconstruction algorithms, multi-channel images can be recovered from each frame, realizing real-time hyperspectral imaging. Following this framework, we fabricated a broadband visible-near-infrared (400-1,700 nm) hyperspectral image sensor using photolithography, with an average light throughput of 74.8% and 96 wavelength channels. The demonstrated resolution is 1,024 × 1,024 pixels at 124 fps. We demonstrated its wide applications, including chlorophyll and sugar quantification for intelligent agriculture, blood oxygen and water quality monitoring for human health, textile classification and apple bruise detection for industrial automation, and remote lunar detection for astronomy. The integrated hyperspectral image sensor weighs only tens of grams and can be assembled on various resource-limited platforms or equipped with off-the-shelf optical systems. The technique transforms the challenge of high-dimensional imaging from a high-cost manufacturing and cumbersome system to one that is solvable through on-chip compression and agile computation.

摘要

高光谱成像是一种提供高维时空光谱信息的技术,可以显示物质的固有特性。我们在此报告了一种具有高时空分辨率的片上计算高光谱成像框架。通过在图像传感器芯片上集成不同的宽带调制材料,目标光谱信息可以以高通量的方式非均匀地且固有地与每个像素耦合。使用智能重建算法,可以从每一帧中恢复多通道图像,从而实现实时高光谱成像。按照这个框架,我们使用光刻技术制造了一种宽带可见近红外(400-1700nm)高光谱图像传感器,平均光透过率为 74.8%,有 96 个波长通道。演示的分辨率为 1024×1024 像素,帧率为 124fps。我们展示了其广泛的应用,包括智能农业中的叶绿素和糖定量、人体健康中的血氧和水质监测、工业自动化中的纺织品分类和苹果碰伤检测、以及天文学中的远程月球探测。集成的高光谱图像传感器仅重数十克,可组装在各种资源有限的平台上,或配备现成的光学系统。该技术将高维成像的挑战从高成本制造和繁琐系统转变为通过片上压缩和灵活计算来解决的挑战。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1479/11541218/873ab1353416/41586_2024_8109_Fig1_HTML.jpg

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