Acta Optica Sinica, Volume. 44, Issue 19, 1910001(2024)

Semantic-Guided Polarization Spectral Image Fusion Method for Camouflage Target Detection

Bangyong Sun1,2, Yuhan Shi1, and Tao Yu2、*
Author Affiliations
  • 1Faculty of Printing, Packaging Engineering and Digital Media Technology, Xi’an University of Technology, Xi’an 710054, Shaanxi , China
  • 2Key Laboratory of Spectral Imaging Technology, Xi’an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi’an 710119, Shaanxi , China
  • show less
    References(31)

    [1] Xia P, Chen X L, Gao X H. Polarimetric dehazing utilizing Vis-NIR spectral image fusion[C], 48-54(2021).

    [3] Fu Q, Zhan J T, Zhang S et al. Multispectral polarization visually assisted optical imaging technology under harsh conditions[J]. Acta Optica Sinica, 43, 1511004(2023).

    [4] Wang X Z, Yin J F, Zhang K et al. Infrared weak-small targets fusion based on latent low-rank representation and DWT[J]. IEEE Access, 7, 112681-112692(2019).

    [5] Yang W, Mei L Y, Xu C et al. Multi-focus image fusion method based on cooperative detection via a deep dense convolutional neural network[J]. Laser & Optoelectronics Progress, 59, 2410004(2022).

    [6] Zhang Y C, Li J Y. Polarization image fusion based on wavelet transform[J]. Laser & Infrared, 50, 578-582(2020).

    [10] Liu J, Xia R Q, Jin W Q et al. Review of imaging polarimetry based on Stokes vector[J]. Optical Technique, 39, 56-62(2013).

    [12] Xie M L. Research on polarization imaging technology of laser active illumination and image fusion algorithm[D](2019).

    [17] Leng S Y, Qiao J H, Wang L Q et al. Rapid qualitative analysis of wool content based on improved U-Net++ and near-infrared spectroscopy[J]. Spectroscopy and Spectral Analysis, 43, 303-309(2023).

    [18] Cao Y T, Huan K W, Xue C et al. Infrared and visible image fusion based on CNN with NSCT[J]. Infrared Technology, 45, 378-385(2023).

    [20] Wang X T. Research on fusion algorithm of infrared and visible light images based on multi-scale decomposition[D](2023).

    [21] Zhong J J, Liu X, Wang X J et al. A multidimensional information fusion algorithm for polarization spectrum reconstruction based on nonsubsampled contourlet transform[J]. Spectroscopy and Spectral Analysis, 43, 1254-1261(2023).

    [23] Shao T T, Bai Z W, Zhou M L. Decomposition and reconstruction of signal based on DWT[J]. Computer Technology and Development, 24, 159-161(2014).

    [24] Chen S Z, Ren Z G, Lian Q S. Single image dehazing algorithm based on improved dark channel prior and guided filter[J]. Acta Automatica Sinica, 42, 455-465(2016).

    [25] Chen H, Liu L Q. Image fusion application of improved Harris hawk optimizing for PCNN parameters[J]. Computer Technology and Development, 33, 168-174, 181(2023).

    [27] Li X X, Guo X P, Han P F et al. Laplacian redecomposition for multimodal medical image fusion[J]. IEEE Transactions on Instrumentation Measurement, 69, 6880-6890(2020).

    [29] Bleicher S S, Brown J S, Embar K et al. Novel predator recognition by Allenby’s gerbil (Gerbillus andersoni allenbyi): do gerbils learn to respond to a snake that can “see” in the dark?[J]. Israel Journal of Ecology and Evolution, 62, 178-185(2016).

    [31] Liu S Q, Zheng W, Zhao J[M]. Analysis and application of algorithm for digital image fusion, 8-11(2018).

    Tools

    Get Citation

    Copy Citation Text

    Bangyong Sun, Yuhan Shi, Tao Yu. Semantic-Guided Polarization Spectral Image Fusion Method for Camouflage Target Detection[J]. Acta Optica Sinica, 2024, 44(19): 1910001

    Download Citation

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

    Category: Image Processing

    Received: Mar. 13, 2024

    Accepted: May. 20, 2024

    Published Online: Oct. 12, 2024

    The Author Email: Yu Tao (yutao@opt.ac.cn)

    DOI:10.3788/AOS240726

    CSTR:32393.14.AOS240726

    Topics