Dark Channel Prior Dehazing Algorithm Based on Sky Optimization of Digital Image

Zeng Zhiyuan; Zhou Yatong; Chi Yue; Shi Fangning

doi:10.3788/lop55.081010

[1] Luo Y X. Study on an image enhancement method of low contrast image in fog day［D］. Tianjin: Tianjin University, 2005.

[2] Chen W. Research on an image enhancement algorithm based on Retinex theory［D］. Nanjing: Nanjing University of Science and Technology.

[3] Wang R G, Zhu J, Yang wanting T, et al. Local multiscale Retinex algorithm based on illumination segmentation［J］. Acta Electronica Sinica, 2010, 38(5): 1181-1186.

[4] Tan R T. Visibility in bad weather from a single image［C］∥Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2008: 1-8.

[5] Fattal R. Single image dehazing［J］. ACM Transactions on Graphics, 2008, 27(3): 72.

[6] Narasimhan S G, Nayar S K. Chromatic framework for vision in bad weather［C］∥Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2000: 598-605.

[7] Narasimhan S G, Nayar S K. Vision and the atmosphere［J］. International Journal of Computer Vision, 2002, 48(3): 233-254.

[8] Narasimhan S G, Nayar S K. Interactive Deweathering of an image using physical models［C］∥Proceedings of IEEE Workshop on Color and Photometric Methods in Computer Vision, 2003: 8799.

[9] Narasimhan S G, Nayar S K. Contrast restoration of weather degraded images［J］. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2003, 25(6): 713-724.

[10] Kopf J, Neubert B, Chen B, et al. Deep photo: model-based photograph enhancement and viewing［J］. ACM Transaction on Graphics, 2008, 27(5): 116.

[11] He K M, Sun J, Tang X O. Single image haze removal using dark channel prior［J］. Pattern Analysis and Machine Intelligence, 2011, 33(12): 2341-2353.

[12] He K M, Jian S, Tang X O. Guided image filtering［C］. 11th European Conference on Computer Vision, 2010: 1-14.

[13] Gibson K B, Vo D T, Nguyen T Q. An investigation of dehazing effects on image and video coding［J］. IEEE Transactions on Image Processing, 2012, 21(2): 662-673.

[14] Pang C Y, Ji X Q, Sun L N, et al. An improved method of image fast defogging［J］. Acta Photonica Sinica, 2013, 42(7): 872-877.

[15] Gan J J, Xiao C X. Fast image dehazing based on accurate scattering map［J］. Journal of Image and Graphics, 2013, 18(5): 583-590.

[16] Sun W. A new single-image fog removal algorithm based on physical model［J］. International Journal for Light and Electron Optics, 2013, 124(21): 4770-4775.

[17] Zhang B B, Dai S K, Sun W Y. Fast image haze-removal algorithm based on the prior dark-channel［J］. Journal of Image and Graphics, 2013, 18(2): 184-188.

[18] Wang J D, Zhang W T, Wang Z R, et al. A fast image aerial dehazing algorithm［J］. Acta Aeronautica et Astronautica Sinica, 2013, 34(3): 636-643.

[19] Deng L. Adaptive image dehazing for bright areas based on global dark channel prior［J］. Optics and Precision Engineering, 2016, 24(4): 892-901.

[20] Huang Y Q, Ding W R, Li H G. Haze removal method for UAV reconnaissance images based on image enhancement［J］. Journal of Beijing University of Aeronautics and Astronautics, 2017, 43 (3): 592-601.

[21] Jiang J G, Hou T F, Qi M B. Improved image on image haze removal using dark channel prior［J］. Journal of Circuits and Systems, 2011, 16(2): 7-12.

[22] Shen Y Y, Shao Y Q, Liu C X, et al. Integration sky detection with texture smoothing for image defogging［J］. Journal of Image and Graphics, 2017, 22(7): 0897-0905.

[23] Liu K, BiD Y, Wang S P, et al. A single image dehazing based on sparse feature［J］. Acta Optics Sinica, 2018, 38(3): 0310001.

[24] Guo H, XuX T, Li B. Study on image dehazing method based on dark channel prior［J］. Acta Optics Sinica, 2018, 38(4): 0410002.

[25] Yang A P, Bai H H. Nighttime image deforgging based on the theory of Retinex and dark channel prior［J］. Laser & Optoelectronics Progress, 2017, 54(4): 041002.