Acta Photonica Sinica, Volume. 50, Issue 5, 241(2021)

Dehazing Algorithm Based on Atmospheric Veil Constraint and Piecewise Adjustment

Yan YANG and Xiaozhen LIANG
Author Affiliations
  • School of Electronic and Information Engineering, Lanzhou Jiaotong University, Lanzhou730070, China
  • show less
    References(22)

    [1] Qunfang TANG, Jie YANG, Haibo LIU等. Fast single-image dehazing method based on dark channel prior. Acta Photonica Sinica, 46, 0910001(2017).

    [2] Chen ZHANG, Yan YANG. Single image dehazing algorithm based on fusion and gaussian weighted dark channel. Acta Photonica Sinica, 48, 0110002(2019).

    [3] M F Al-SAMMARAIE. Contrast enhancement of roads images with foggy scenes based on histogram equalization, 95-101(2015).

    [4] N TAREL J P HAUTIERE. Fast visibility restoration from a single color or gray level image, 2201-2208(2009).

    [5] K M HE, J SUN, X O TANG. Single image haze removal using dark channel prior. IEEE Transactions on Pattern Analysis and Machine Intelligence, 33, 2341-2353(2011).

    [6] K M HE, J SUN, X O TANG. Guided image filtering. IEEE Transactions on Pattern Analysis and Machine Intelligence, 35, 1397-1409(2013).

    [7] Y YANG, Z W WANG. Haze removal: push DCP at the edge. IEEE Signal Processing Letters, 27, 1405-1409(2020).

    [8] S C HUANG, B H CHEN, W J WANG. Visibility restoration of single hazy images captured in real-world weather conditions. IEEE Transactions on Circuits and Systems for Video Technology, 24, 1814-1824(2014).

    [9] G F MENG, Y WANG, J Y DUAN et al. Efficient image dehazing with boundary constraint and contextual regularization, 617-624(2013).

    [10] B L CAI, X M XU, K JIA et al. DehazeNet: an end-to-end system for single image haze removal. IEEE Transactions on Image Processing, 25, 5187-5198(2016).

    [11] B LI, X PENG, Z WANG et al. Aod-Net: all-in-one dehazing network, 4780-4788(2017).

    [12] W Q REN, J S LIU, H ZHANG et al. Single image dehazing via multiscale convolutional neural networks with holistic edges. International Journal of Computer Vision, 128, 240-259(2020).

    [13] R D LI, J S PAN, M HE et al. Task-oriented network for image dehazing. IEEE Transactions on Image Processing, 29, 6523-6534(2020).

    [14] Q S ZHU, L SHAO. A fast single image haze removal algorithm using color attenuation prior. IEEE Transactions on Image Processing, 24, 3522-3533(2015).

    [15] H M HU, H D ZHANG, Z C ZHAO et al. Adaptive single image dehazing using joint local-global illumination adjustment. IEEE Transactions on Multimedia, 22, 1485-1495(2020).

    [16] Hong YANG, Yan CUI. Image defogging algorithm based on opening dark channel and improved boundary constraint. Acta Photonica Sinica, 47, 0610004(2018).

    [17] Tingting YAO, Yue LIANG, Xiaoming LIU等. Videodehazing algorithm via haze-line prior with spatiotemporal correlation constraint. Journal of Electronics & Information Technology, 42, 2796-2804(2020).

    [18] Jun GAO, Qingtian CHU, Xudong ZHANG等. Fast single-image dehazing method based on dark channel prior. Acta Photonica Sinica, 49, 0710001(2020).

    [19] W SUN, H WANG, C H SUN et al. Fast single image haze removal via local atmospheric light veil estimation. Computers and Electrical Engineering, 46, 371-383(2015).

    [20] Chuangbai XIAO, Hongyu ZHAO, Jing YU等. Traffic image defogging method based on WLS. Infrared and Laser Engineering, 44, 1080-1084(2015).

    [21] L K CHOI, J YOU, A C BOVIK. Referenceless prediction of perceptual fog density and perceptual image defogging. IEEE Transactions on Image Processing, 24, 3888-3901(2015).

    [22] X K MIN, G T ZHAI, K GU et al. Objective quality evaluation of dehazed images. IEEE Transactions on Intelligent Transportation Systems, 20, 2879-2892(2019).

    Tools

    Get Citation

    Copy Citation Text

    Yan YANG, Xiaozhen LIANG. Dehazing Algorithm Based on Atmospheric Veil Constraint and Piecewise Adjustment[J]. Acta Photonica Sinica, 2021, 50(5): 241

    Download Citation

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

    Category: Image Processing

    Received: Nov. 17, 2020

    Accepted: Jan. 5, 2021

    Published Online: Jun. 22, 2021

    The Author Email:

    DOI:10.3788/gzxb20215005.0510001

    Topics