Lensless efficient snapshot hyperspectral imaging using dynamic phase modulation

被引:11
作者
Zhang, Chong [1 ,2 ]
Liu, Xianglei [3 ]
Wang, Lizhi [4 ]
Ma, Shining [1 ]
Zheng, Yuanjin [5 ]
Liu, Yue [1 ]
Huang, Hua [6 ]
Wang, Yongtian [1 ,2 ]
Song, Weitao [1 ,2 ]
机构
[1] Beijing Inst Technol, Beijing Engn Res Ctr Mixed Real & Adv Display, Sch Opt & Photon, Beijing 100081, Peoples R China
[2] Beijing Inst Technol, Zhengzhou Res Inst, Zhengzhou 450000, Peoples R China
[3] Shenzhen Univ, Coll Phys & Optoelect Engn, State Key Lab Radio Frequency Heterogeneous Integr, Shenzhen 518060, Peoples R China
[4] Beijing Inst Technol, Sch Comp Sci Technol, Beijing 100081, Peoples R China
[5] Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore 639798, Singapore
[6] Beijing Normal Univ, Sch Artificial Intelligence, Beijing 100875, Peoples R China
基金
中国国家自然科学基金;
关键词
Chirp modulation - Diffractive optical elements - Hyperspectral imaging - Image resolution - Lenses - Light modulation - Photolithography - Program debugging;
D O I
10.1364/PRJ.543621
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
Snapshot hyperspectral imaging based on a diffractive optical element (DOE) is increasingly featured in recent progress in deep optics. Despite remarkable advances in spatial and spectral resolutions, the limitations of current photolithography technology have prevented the fabricated DOE from being designed at ideal heights and with high diffraction efficiency, diminishing the effectiveness of coded imaging and reconstruction accuracy in some bands. Here, we propose, to our knowledge, a new lensless efficient snapshot hyperspectral imaging (LESHI) system that utilizes a liquid-crystal-on-silicon spatial light modulator (LCoS-SLM) to replace the traditionally fabricated DOE, resulting in high modulation levels and reconstruction accuracy. Beyond the single-lens imaging model, the system can leverage the switch ability of LCoS-SLM to implement distributed diffractive optics (DDO) imaging and enhance diffraction efficiency across the full visible spectrum. Using the proposed method, we develop a proof-of-concept prototype with an image resolution of 1920 x 1080 pixels, an effective spatial resolution of 41.74 mu m, and a spectral resolution of 10 nm, while improving the average diffraction efficiency from 0.75 to 0.91 over the visible wavelength range (400-700 nm). Additionally, LESHI allows the focal length to be adjusted from 50 mm to 100 mm without the need for additional optical components, providing a cost-effective and timesaving solution for real-time on-site debugging. LESHI is the first imaging modality, to the best of our knowledge, to use dynamic diffractive optics and snapshot hyperspectral imaging, offering a completely new approach to computational spectral imaging and deep optics. (c) 2025 Chinese Laser Press
引用
收藏
页码:511 / 526
页数:16
相关论文
共 61 条
[1]   Sparse Recovery of Hyperspectral Signal from Natural RGB Images [J].
Arad, Boaz ;
Ben-Shahar, Ohad .
COMPUTER VISION - ECCV 2016, PT VII, 2016, 9911 :19-34
[2]   Advances in optical metalenses [J].
Arbabi, Amir ;
Faraon, Andrei .
NATURE PHOTONICS, 2023, 17 (01) :16-25
[3]   Compressive Coded Aperture Spectral Imaging [J].
Arce, Gonzalo R. ;
Brady, David J. ;
Carin, Lawrence ;
Arguello, Henry ;
Kittle, David S. .
IEEE SIGNAL PROCESSING MAGAZINE, 2014, 31 (01) :105-115
[4]   Shift-variant color-coded diffractive spectral imaging system [J].
Arguello, Henry ;
Pinilla, Samuel ;
Peng, Yifan ;
Ikoma, Hayato ;
Bacca, Jorge ;
Wetzstein, Gordon .
OPTICA, 2021, 8 (11) :1424-1434
[5]   Deep Coded Aperture Design: An End-to-End Approach for Computational Imaging Tasks [J].
Bacca, Jorge ;
Gelvez-Barrera, Tatiana ;
Arguello, Henry .
IEEE TRANSACTIONS ON COMPUTATIONAL IMAGING, 2021, 7 :1148-1160
[6]   Single-shot Hyperspectral-Depth Imaging with Learned Diffractive Optics [J].
Baek, Seung-Hwan ;
Ikoma, Hayato ;
Jeon, Daniel S. ;
Li, Yuqi ;
Heidrich, Wolfgang ;
Wetzstein, Gordon ;
Kim, Min H. .
2021 IEEE/CVF INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV 2021), 2021, :2631-2640
[7]   Impact of fabrication errors and refractive index on multilevel diffractive lens performance [J].
Banerji, Sourangsu ;
Cooke, Jacqueline ;
Sensale-Rodriguez, Berardi .
SCIENTIFIC REPORTS, 2020, 10 (01)
[8]   Hyperspectral Imaging Applications in Agriculture and Agro-Food Product Quality and Safety Control: A Review [J].
Dale, Laura M. ;
Thewis, Andre ;
Boudry, Christelle ;
Rotar, Ioan ;
Dardenne, Pierre ;
Baeten, Vincent ;
Pierna, Juan A. Fernandez .
APPLIED SPECTROSCOPY REVIEWS, 2013, 48 (02) :142-159
[9]   Learned rotationally symmetric diffractive achromat for full-spectrum computational imaging [J].
Dun, Xiong ;
Ikoma, Hayato ;
Wetzstein, Gordon ;
Wang, Zhanshan ;
Cheng, Xinbin ;
Peng, Yifan .
OPTICA, 2020, 7 (08) :913-922
[10]  
Goodman J. W., 2005, Introduction to Fourier optics