Journal of Optoelectronics · Laser, Volume. 34, Issue 11, 1225(2023)

Brain image fusion combining latent low-rank decomposition and sparse representation

ZHANG Yajia1,2, QIU Qimeng1, LIU Heng1, and SHAO Jianlong1、*
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • show less
    References(8)

    [2] [2] DANIEL E,ANITHA J,KAMALESH WARAN K K,et al.Optimum spectrum mask based medical image fusion using Gray Wolf Optimization[J].Biomedical Signal Processing and Control,2017,34:36-43.

    [3] [3] JIN X,NIE R C,ZHOU D M,et al. Multifocus color image fusion based on NSST and PCNN [J].Journal of Sensors,2015,2016:8359602.

    [4] [4] ZHANG S Q.Medical image fusion algorithm based on L0 gradient minimization for CT and MRI [J].Multimedia Tools and Applications,2021,24(3):1-30.

    [8] [8] LI P,BU J,YU J,et al.Towards robust subspace recovery via sparsity-constrained latent low-rank representation[J].Joumal of Visual Communication and lmage Representation,2016,271:221-209.

    [9] [9] GAN B,ZHENG C H,ZHANG J, et al.Sparse representation for tumor classification based on feature extraction using latent low-rank representation[J].BioMed Research International,2014,2014(10):420856.

    [11] [11] CAO Y,LI S T,HU J W.Multi-focus image fusion by nonsubsampled shearlet transform[C]//2011 Sixth International Conference on Image and Graphics(ICIG),August 12-15,2011,Hefei,China.New York:IEEE,2011:17-21.

    [14] [14] LIU Y,WANG Z.Simultaneous image fusion and denoising with adaptive sparse representation[J].IET Image Processing,2015,9(5):347-357.

    [16] [16] SHIBU D S,PRIYANHARSINI S S.Multiscale decomposition based medical image fusion using convolutional neural network and sparse representation[J].Biomedical Signal Processing and Control,2021,69:102789.

    Tools

    Get Citation

    Copy Citation Text

    ZHANG Yajia, QIU Qimeng, LIU Heng, SHAO Jianlong. Brain image fusion combining latent low-rank decomposition and sparse representation[J]. Journal of Optoelectronics · Laser, 2023, 34(11): 1225

    Download Citation

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

    Received: May. 21, 2022

    Accepted: --

    Published Online: Sep. 25, 2024

    The Author Email: SHAO Jianlong (long@qq.com)

    DOI:10.16136/j.joel.2023.11.0464

    Topics