Acta Optica Sinica, Volume. 38, Issue 3, 310001(2018)

Single Image Dehazing Based on Sparse Feature Extraction

Liu Kun, Bi Duyan, Wang Shiping, He Linyuan*, and Gao Shan
Author Affiliations
  • [in Chinese]
  • show less
    References(21)

    [1] Wu D, Zhu Q S. The latest research progress of image dehazing[J]. Acta Automatica Sinica, 41, 221-239(2015).

    [2] Liang J, Ju H J, Zhang W F et al. Review of optical polarimetric dehazing technique[J]. Acta Optica Sinica, 37, 0400001(2017).

    [3] Dai S B, Xu W, Piao Y J et al. Remote sensing image defogging based on dark channel prior[J]. Acta Optica Sinica, 37, 0328002(2017).

    [4] Tan R T. Visibility in bad weather from a single image[C]. IEEE Conference on Computer Vision and Pattern Recognition, 10139948(2008).

    [5] Fattal R. Single image dehazing[J]. ACM Transactions on Graphics, 27, 721-728(2008).

    [6] Dong X M, Hu X Y, Peng S L et al. Single color image dehazing using sparse priors[C]. 17th IEEE International Conference on Image Processing, 119, 3593-3596(2010).

    [9] He K M, Sun J, Tang X O et al. Guided image filtering[C]. 11th European Conference on Computer Vision, 1-14(2010).

    [10] Li J Y, Hu Q W, Ai M Y et al. Image haze removal based on sky region detection and dark channel prior[J]. Journal of Image and Graphics, 20, 514-519(2015).

    [11] Bi D Y, Sui P, He L Y et al. Higher-order Markov random fields defogging based on Color Lines[J]. Journal of Electronics & Information Technology, 38, 2405-2409(2016).

    [12] Yang J C, Wright J, Huang T et al. Image super-resolution as sparse representation of raw image patches[C]. IEEE Conference on Computer Vision and Pattern Recognition, 1-8(2008).

    [15] Yin W, Li Y X, Zhou Z M et al. Remote sensing image fusion based on sparse representation[J]. Acta Optica Sinica, 33, 0428003(2013).

    [16] Nan D, Bi D Y, Ma S P et al. Single image dehazing method based on scene depth constraint[J]. Acta Electronica Sinica, 43, 500-504(2015).

    [17] Pati Y C, Rezaiifar R, Krishnaprasad P S. Orthogonal matching pursuit: recursive function approximation with applications to wavelet decomposition[C]. 27th Asilomar Conference on Signals, Systems and Computers, 4846193(1993).

    [18] Xu L, Zheng S C, Jia J Y. Unnatural L0 sparse representation for natural image deblurring[C]. IEEE Conference on Computer Vision and Pattern Recognition, 1107-1114(2013).

    [19] Chen C, Do M N, Wang J. Robust image and video dehazing with visual artifact suppression via gradient residual minimization[M]. Berlin: Springer, 576-591(2016).

    [20] Ren W Q, Liu S, Zhang H et al[M]. Single image dehazing via multi-scale convolutional neural networks, 154-169(2016).

    [21] Gao Y, Yun L J, Shi J S et al. Enhancement dark channel algorithm of fog image based on the TV model[J]. Chinese Journal of Lasers, 42, 0809001(2015).

    CLP Journals

    [1] Zeng Zhiyuan, Zhou Yatong, Chi Yue, Shi Fangning. Dark Channel Prior Dehazing Algorithm Based on Sky Optimization of Digital Image[J]. Laser & Optoelectronics Progress, 2018, 55(8): 81010

    Tools

    Get Citation

    Copy Citation Text

    Liu Kun, Bi Duyan, Wang Shiping, He Linyuan, Gao Shan. Single Image Dehazing Based on Sparse Feature Extraction[J]. Acta Optica Sinica, 2018, 38(3): 310001

    Download Citation

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

    Category: Image Processing

    Received: Sep. 12, 2017

    Accepted: --

    Published Online: Mar. 20, 2018

    The Author Email: Linyuan He (hal1983@163.com)

    DOI:10.3788/AOS201838.0310001

    Topics