Journal of Applied Optics, Volume. 45, Issue 4, 751(2024)

Research on infrared imaging deblurring algorithm based on spectrum analysis

Zuxin XU1,2,3,4、*, Xiao WANG1,2,3,4, Peng LI1,2,3,4, and Jun QIAO1,2,4
Author Affiliations
  • 1Key Laboratory of Opto-Electronic Information Processing, Chinese Academy of Sciences, Shenyang 110016, China
  • 2Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, China
  • 3University of Chinese Academy of Sciences, Beijing 100049, China
  • 4Institutes for Robotics and Intelligent Manufacturing, Chinese Academy of Sciences, Shenyang 110169, China
  • show less
    References(25)

    [1] YUAN H, YAN F, CHEN X et al. Compressive hyperspectral imaging and super-resolution[C], 618-623(2018).

    [2] BIJL P, BEINTEMA J A, DIJK J et al. Effectiveness assessment of signal processing in the presence of smear[J]. SPIE, 51, 063205(2012).

    [6] LEVIN A, WEISS Y, DURAND F et al. Understanding and evaluating blind deconvolution algorithms[C], 1964-1971(2009).

    [7] KRISHNAN D, TAY T, FERGUS R. Blind deconvolution using a normalized sparsity measure[C], 233-240(2011).

    [10] SHI J, XU L, JIA J. Discriminative blur detection features[C], 2965-2972(2014).

    [11] GOLDSTEIN A, FATTAL R. Blur-kernel estimation from spectral irregularities[C], 622-635(2012).

    [12] FERGUS R, SINGH B, HERTZMANN A et al. Removing camera shake from a single photograph[J]. ACM Transactions on Graphics(TOG)-Proceedings of ACM SIGG RAPH, 25, 787-794(2006).

    [13] CHO S, LEE S. Fast motion deblurring[J]. ACM Transactions on Graphics(TOG)- Proceedings of ACM SIGG RAPH Asia, 28, 1-8(2009).

    [16] RIM J, LEE H, WON J et al. Real-world blur dataset for learning and benchmarking deblurring algorithms[C], 184-201(2020).

    [17] SCHULER C J, HIRSCH M, HARMELING S et al. Learning to deblur[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 38, 1439-1451(2015).

    [18] GAST J, SELLENT A, ROTH S. Parametric object motion from blur[C], 1846-1854(2016).

    [22] SUN L, CHO S, WANG J et al. Edge-based blur kernel estimation using patch priors[C], 1-8(2013).

    [23] LEVIN A, WEISS Y, DURAND F et al. Efficient marginal likelihood optimization in blind deconvolution[C], 2657-2664(2011).

    [24] BAI Y, CHEUNG G, LIU X et al. Graph-based blind image deblurring from a single photograph[J]. IEEE Transactions on Image Processing, 28, 1404-1418(2018).

    Tools

    Get Citation

    Copy Citation Text

    Zuxin XU, Xiao WANG, Peng LI, Jun QIAO. Research on infrared imaging deblurring algorithm based on spectrum analysis[J]. Journal of Applied Optics, 2024, 45(4): 751

    Download Citation

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

    Category: Research Articles

    Received: May. 30, 2023

    Accepted: --

    Published Online: Oct. 21, 2024

    The Author Email: Zuxin XU (xuzuxin21@mails.ucas.ac.cn)

    DOI:10.5768/JAO202445.0402004

    Topics