Laser & Optoelectronics Progress, Volume. 58, Issue 16, 1610021(2021)

Image Dehazing Algorithm Using Sky Region Segmentation and Weighted Fusion

Yan Yang*, Xudong Wu, and Kang Du
Author Affiliations
  • School of Electronic and Information Engineering, Lanzhou Jiaotong University, Lanzhou, Gansu 730070, China
  • show less
    References(16)

    [1] Yun H J, Wu Z Y, Wang G J et al. Enhancement of infrared image combined with histogram equalization and fuzzy set theory[J]. Journal of Computer-Aided Design & Computer Graphics, 27, 1498-1505(2015).

    [2] Qiao T, Ren J C, Wang Z et al. Effective denoising and classification of hyperspectral images using curvelet transform and singular spectrum analysis[J]. IEEE Transactions on Geoscience and Remote Sensing, 55, 119-133(2017).

    [3] Liu H B, Yang J, Wu Z P et al. A fast single image dehazing method based on dark channel prior and Retinex theory[J]. Acta Automatica Sinica, 41, 1264-1273(2015).

    [4] Ren W Q, Pan J S, Zhang H et al. Single image dehazing via multi-scale convolutional neural networks with holistic edges[J]. International Journal of Computer Vision, 128, 240-259(2020).

    [5] Cai B L, Xu X M, Jia K et al. DehazeNet: an end-to-end system for single image haze removal[J]. IEEE Transactions on Image Processing, 25, 5187-5198(2016).

    [6] Li C Y, Guo C L, Guo J C et al. PDR-net: perception-inspired single image dehazing network with refinement[J]. IEEE Transactions on Multimedia, 22, 704-716(2020).

    [7] Tan R T. Visibility in bad weather from a single image[C]. //2008 IEEE Conference on Computer Vision and Pattern Recognition, June 23-28, 2008, Anchorage, AK, USA., 1-8(2008).

    [8] Fattal R. Single image dehazing[J]. ACM Transactions on Graphics, 27, 1-9(2008).

    [9] Tarel J P, Hautière N. Fast visibility restoration from a single color or gray level image[C]. //2009 IEEE 12th International Conference on Computer Vision, September 29-October 2, 2009, Kyoto, Japan., 2201-2208(2009).

    [10] Yang Y, Zhang G Q, Li Y F et al. Adaptive Gaussian attenuation defogging algorithm based on edge preservation[J]. Laser & Optoelectronics Progress, 55, 081004(2018).

    [12] Song R X, Gang R P, Wang X C. Image defogging algorithm for images with large sky region[J]. Journal of Computer-Aided Design & Computer Graphics, 31, 1946-1954(2019).

    [13] Zhu Q S, Mai J M, Shao L. A fast single image haze removal algorithm using color attenuation prior[J]. IEEE Transactions on Image Processing, 24, 3522-3533(2015).

    [14] Wang W C, Yuan X H, Wu X J et al. Fast image dehazing method based on linear transformation[J]. IEEE Transactions on Multimedia, 19, 1142-1155(2017).

    [15] Meng G F, Wang Y, Duan J Y et al. Efficient image dehazing with boundary constraint and contextual regularization[C]. //2013 IEEE International Conference on Computer Vision, December 1-8, 2013, Sydney, NSW, Australia., 617-624(2013).

    [16] Hautière N, Tarel J P, Aubert D et al. Blind contrast enhancement assessment by gradient ratioing at visible edges[J]. Image Analysis & Stereology, 27, 87-95(2011).

    Tools

    Get Citation

    Copy Citation Text

    Yan Yang, Xudong Wu, Kang Du. Image Dehazing Algorithm Using Sky Region Segmentation and Weighted Fusion[J]. Laser & Optoelectronics Progress, 2021, 58(16): 1610021

    Download Citation

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

    Category: Image Processing

    Received: Aug. 7, 2020

    Accepted: Sep. 30, 2020

    Published Online: Aug. 16, 2021

    The Author Email: Yan Yang (1275022532@qq.com)

    DOI:10.3788/LOP202158.1610021

    Topics