Laser & Optoelectronics Progress, Volume. 57, Issue 16, 161010(2020)
Underwater Image Enhancement Algorithm Based on Fusion of High and Low Frequency Components
[3] Mazel C H. In situ measurement of reflectance and fluorescence spectra to support hyperspectral remote sensing and marine biology research. [C]∥Oceans 2006, September 18-21, 2006, Boston, MA, USA. New York: IEEE, 9442010(2006).
[4] Li C Y, Guo J C, Cong R M et al. Underwater image enhancement by dehazing with minimum information loss and histogram distribution prior[J]. IEEE Transactions on Image Processing, 25, 5664-5677(2016).
[5] Zhang W D, Dong L L, Pan X P et al. A survey of restoration and enhancement for underwater images[J]. IEEE Access, 7, 182259-182279(2019).
[9] Li C Y, Guo J C, Guo C L et al. A hybrid method for underwater image correction[J]. Pattern Recognition Letters, 94, 62-67(2017).
[10] Peng Y T, Cosman P C. Underwater image restoration based on image blurriness and light absorption[J]. IEEE Transactions on Image Processing, 26, 1579-1594(2017).
[11] Li C Y, Quo J, Pang Y W et al. Single underwater image restoration by blue-green channels dehazing and red channel correction. [C]∥2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), March 20-25, 2016, Shanghai, China. New York: IEEE, 1731-1735(2016).
[12] Song W, Wang Y, Huang D M et al. A rapid scene depth estimation model based on underwater light attenuation prior for underwater image restoration[M]. ∥Hong R, Cheng W H, Yamasaki T, et al. Advances in multimedia information processing-PCM 2018. Lecture notes in computer science. Cham: Springer, 11164, 678-688(2018).
[13] Li C Y, Guo J C, Chen S J et al. Underwater image restoration based on minimum information loss principle and optical properties of underwater imaging. [C]∥2016 IEEE International Conference on Image Processing (ICIP), September 25-28, 2016, Phoenix, AZ, USA. New York: IEEE, 1993-1997(2016).
[14] Iqbal K, Odetayo M, James A et al. Enhancing the low quality images using unsupervised colour correction method. [C]∥2010 IEEE International Conference on Systems, Man and Cybernetics, October 10-13, 2010, Istanbul, Turkey. New York: IEEE, 1703-1709(2010).
[15] Fu X Y, Fan Z W, Ling M et al. Two-step approach for single underwater image enhancement. [C]∥2017 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS), November 6-9, 2017, Xiamen, China. New York: IEEE, 789-794(2017).
[17] Singh K, Kapoor R, Sinha S K. Enhancement of low exposure images via recursive histogram equalization algorithms[J]. Optik, 126, 2619-2625(2015).
[18] Zhang W D, Dong L L, Pan X P et al. Single image defogging based on multi-channel convolutional MSRCR[J]. IEEE Access, 7, 72492-72504(2019).
[20] Kim Y, Koh Y J, Lee C et al. Dark image enhancement based on pairwise target contrast and multi-scale detail boosting. [C]∥2015 IEEE International Conference on Image Processing (ICIP), September 27-30, 2015, Quebec City, QC, Canada. New York: IEEE, 1404-1408(2015).
[21] Zhao H Y, Liu J, Zhang Z J et al. Linear fusion for target detection in passive multistatic radar[J]. Signal Processing, 130, 175-182(2017).
[22] He N, Wang J B, Zhang L L et al. An improved fractional-order differentiation model for image denoising[J]. Signal Processing, 112, 180-188(2015).
[24] Panetta K, Gao C, Agaian S. Human-visual-system-inspired underwater image quality measures[J]. IEEE Journal of Oceanic Engineering, 41, 541-551(2016).
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Peiyu Zou, Weidong Zhang, Jinyu Shi, Jingchun Zhou. Underwater Image Enhancement Algorithm Based on Fusion of High and Low Frequency Components[J]. Laser & Optoelectronics Progress, 2020, 57(16): 161010
Category: Image Processing
Received: Dec. 4, 2019
Accepted: Jan. 6, 2020
Published Online: Aug. 5, 2020
The Author Email: Weidong Zhang (zwd@dlmu.edu.cn)