Weighted Fusion Based Multi-Space Transformation Method for Underwater Image Enhancement

DU Xue; SUN Xiujuan; LI Changan; WANG Chuanjiang; WANG Ningning; FENG Zhengkai

doi:10.3969/j.issn.1671-637x.2021.11.021

[1] HONNUTAGI P, MYTRI V D, LALITHA Y S.Optimized weight maps and fusion for underwater image enhancement［C］//International Conference on Electrical, Electronics, Communication, Computer, and Optimization Techniques(ICEECCOT), IEEE, 2018: 1654-1658.

[2] WEN H C, TIAN Y H, HUANG T J, et al.Single underwater image enhancement with a new optical model［C］//IEEE International Symposium on Circuits and Systems(ISCAS), 2013:753-756.

[3] ANCUTI C, ANCUTI C O, HABER T, et al.Enhancing underwater images and videos by fusion［C］//IEEE Conference on Computer Vision & Pattern Recognition, 2012:81-88.

[5] GUO X, LI Y, LING H.LIME:low-light image enhancement via illumination map estimation［J］.IEEE Transactions on Image Processing, 2017, 26(2):982-993.

[7] FU X, ZENG D, HUANG Y, et al.A fusion-based enhancing method for weakly illuminated images［J］.Signal Processing, 2016, 129:82-96.

[8] YANG M, SOWMYA A, WEI Z Q, et al.Offshore underwater image restoration using reflection-decomposition-based transmission map estimation［J］.IEEE Journal of Oceanic Engineering, 2020, 26(2):521-533.

[9] GALDRAN A, PARDO D, PICN A, et al.Automatic red-channel underwater image restoration［J］.Journal of Visual Communication & Image Representation, 2015, 26:132-145.

[10] LI Y J, LU H M, ZHANG L F, et al.Real-time visualization system for deep-sea surveying［J］.Mathematical Problems in Engineering, 2014, 2014:1-10.

[11] EMBERTON S, CHITTKA L, CAVALLARO A.Hierarchical rank-based veiling light estimation for underwater dehazing［C］//British Machine Vision Conference(BMVC), Swansea, 2015:1-12.

[12] ANCUTI C O, ANCUTI C, VLEESCHOUWER C D, et al.Color balance and fusion for underwater image enhancement［J］.IEEE Transactions on Image Processing, 2017, 27(99):379-393.

[13] CHANG Y, JUNG C, KE P, et al.Automatic contrast limited adaptive histogram equalization with dual Gamma correction［J］.IEEE Access, 2018, 6:11782-11792.

[14] JOBSON D J, RAHMAN Z.Properties and performance of a center/surround retinex［J］.IEEE Transactions on Image Processing, 1997, 6(3):451-462.

[16] ZOTIN A G.Fast algorithm of image enhancement based on multi-scale retinex［J］.Procedia Computer Science, 2018(131):6-14．

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

[18] KIM Y, KOH Y J, LEE C, et al.Dark image enhancement based on pairwise target contrast and multi-scale detail boosting［C］//IEEE International Conference on Image Processing, 2015:1404-1408.

[19] HE K M, SUN J, TANG X O.Single image haze removal using dark channel prior［J］.IEEE Transactions on Pattern Analysis & Machine Intelligence, 2011, 33(12):2341-2353.

[20] PANETTA K, GAO C, AGAIAN S.Human-visual-system-inspired underwater image quality measures［J］.IEEE Journal of Oceanic Engineering, 2016, 41(3):541-551．