Laser & Optoelectronics Progress, Volume. 61, Issue 6, 0618023(2024)

Research on Snapshot Microspectral Imaging System and Algae Classification Recognition

Dongliang Li1,2, Hongxing Cai1,2、*, Yu Ren1,2, Shuang Li1,2, Yangyang Hua1,2, Tingting Wang1,2, Jianwei Zhou1,2, Guannan Qu1,2, Shuo Wang3, Yangming Cao3, and Hengyuan Zhang1,2
Author Affiliations
  • 1School of Physics, Changchun University of Science and Technology, Changchun 130022, Jilin, China
  • 2Key Laboratory of Jilin Province for Spectral Detection Science and Technology, Changchun University of Science and Technology, Changchun 130022, Jilin, China
  • 3Jilin Qiushi Spectral Data Technology Co., Ltd., Changchun 130000, Jilin, China
  • show less
    References(21)

    [1] Gao L, Smith R T. Optical hyperspectral imaging in microscopy and spectroscopy: a review of data acquisition[J]. Journal of Biophotonics, 8, 441-456(2015).

    [2] Shao T B, Yang K C, Xia M et al. Techniques and applications of chromatic confocal microscopy[J]. Laser & Optoelectronics Progress, 60, 1200001(2023).

    [3] Medina D X, Householder K T, Ceton R et al. Optical barcoding of PLGA for multispectral analysis of nanoparticle fate in vivo[J]. Journal of Controlled Release, 253, 172-182(2017).

    [4] Bondu M, Marques M J, Moselund P M et al. Multispectral photoacoustic microscopy and optical coherence tomography using a single supercontinuum source[J]. Photoacoustics, 9, 21-30(2018).

    [5] Zhang C W, Zou H B, Qi W M et al. Multi-spectral blood oxygen saturation detection in endoscopic environment[J]. Acta Optica Sinica, 44, 0217001(2024).

    [6] Zhao P, Han J C, Wang C K. Wood species classification with microscopic hyper-spectral imaging based on I-BGLAM texture and spectral fusion[J]. Spectroscopy and Spectral Analysis, 41, 599-605(2021).

    [7] Janssen B G H, Najiminaini M, Zhang Y M et al. Multispectral intravital microscopy for simultaneous bright-field and fluorescence imaging of the microvasculature[J]. Applied Microscopy, 51, 12(2021).

    [8] Wang C, Liu B, Zhou C et al. Multispectral microimaging system with narrowband LED illumination[J]. Chinese Journal of Lasers, 47, 1207006(2020).

    [9] Peng R M, Xu P P, Zhao Y M et al. Identification of two-dimensional material nanosheets based on deep neural network and hyperspectral microscopy images[J]. Spectroscopy and Spectral Analysis, 42, 1965-1973(2022).

    [10] Yang J W, Cui K Y, Xiong J et al. Real-time ultraspectral imaging chip based on metasurfaces[J]. Acta Optica Sinica, 43, 1623004(2023).

    [11] Lin X L, Wang Z L, Zou Y X et al. Filtering hyperspectral imaging technology based on deep learning[J]. Laser & Optoelectronics Progress, 60, 1030002(2023).

    [12] Yang J W, Cui K Y, Huang Y D et al. Deep‐learning based on-chip rapid spectral imaging with high spatial resolution[J]. Chip, 2, 100045(2023).

    [13] Sun Y S, Huang J, Shi D F et al. Cosinusoidal encoding multiplexed multispectral ghost imaging[J]. Chinese Journal of Lasers, 50, 1317001(2023).

    [14] Cao X, Yue T, Lin X et al. Computational snapshot multispectral cameras: toward dynamic capture of the spectral world[J]. IEEE Signal Processing Magazine, 33, 95-108(2016).

    [15] Oh E S, Heo C, Kim J S et al. Hyperspectral fluorescence imaging for cellular iron mapping in the in vitro model of Parkinson’s disease[J]. Journal of Biomedical Optics, 19, 051207(2014).

    [16] Hagen N, Kudenov M W. Review of snapshot spectral imaging technologies[J]. Optical Engineering, 52, 090901(2013).

    [17] Yu C B, Yang J, Song N et al. Microlens array snapshot hyperspectral microscopy system for the biomedical domain[J]. Applied Optics, 60, 1896-1902(2021).

    [18] Cull C F, Choi K, Brady D J et al. Identification of fluorescent beads using a coded aperture snapshot spectral imager[J]. Applied Optics, 49, B59-B70(2010).

    [19] Wei L, Su K, Zhu S Q et al. Identification of microalgae by hyperspectral microscopic imaging system[J]. Spectroscopy Letters, 50, 59-63(2017).

    [20] Wang T T, Cai H X, Li S et al. Research progress of novel metasurface spectral imaging chips[J]. Laser & Optoelectronics Progress, 60, 1106014(2023).

    [21] Uijlings J R R, van de Sande K E A, Gevers T et al. Selective search for object recognition[J]. International Journal of Computer Vision, 104, 154-171(2013).

    Tools

    Get Citation

    Copy Citation Text

    Dongliang Li, Hongxing Cai, Yu Ren, Shuang Li, Yangyang Hua, Tingting Wang, Jianwei Zhou, Guannan Qu, Shuo Wang, Yangming Cao, Hengyuan Zhang. Research on Snapshot Microspectral Imaging System and Algae Classification Recognition[J]. Laser & Optoelectronics Progress, 2024, 61(6): 0618023

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: Microscopy

    Received: Dec. 1, 2023

    Accepted: Feb. 5, 2024

    Published Online: Mar. 22, 2024

    The Author Email: Cai Hongxing (caihx@cust.edu.cn)

    DOI:10.3788/LOP232600

    Topics