4.11.2.9.2 Underwater Images, Color Correction

Chapter Contents (Back)
Color Correction. Underwater. Object Detection.
See also Color Transfer, Color Enhancement, Color Correction.
See also Photometric Calibration, Radiometric Calibration, Spectral Calibration, Color Calibration.

Lu, H.M.[Hui-Min], Li, Y.J.[Yu-Jie], Xu, X.[Xing], Li, J.R.[Jian-Ru], Liu, Z.F.[Zhi-Fei], Li, X.[Xin], Yang, J.M.[Jian-Min], Serikawa, S.[Seiichi],
Underwater image enhancement method using weighted guided trigonometric filtering and artificial light correction,
JVCIR(38), No. 1, 2016, pp. 504-516.
Elsevier DOI 1605
Deep-sea imaging BibRef

Lu, H.M.[Hui-Min], Li, Y.J.[Yu-Jie], Zhang, L.F.[Li-Feng], Serikawa, S.[Seiichi],
Contrast enhancement for images in turbid water,
JOSA-A(32), No. 5, May 2015, pp. 886-893.
DOI Link 1505
BibRef
Earlier: A1, A2, A4, Only:
Underwater image enhancement using guided trigonometric bilateral filter and fast automatic color correction,
ICIP13(3412-3416)
IEEE DOI 1402
Image enhancement, Imaging through turbid media. Underwater imaging, bilateral filter, color correction, image enhancement BibRef

Li, C., Guo, J., Guo, C.,
Emerging From Water: Underwater Image Color Correction Based on Weakly Supervised Color Transfer,
SPLetters(25), No. 3, March 2018, pp. 323-327.
IEEE DOI 1802
Atmospheric modeling, Image color analysis, Loss measurement, Scattering, Training, Visualization, Color casts, underwater image BibRef

Nomura, K., Sugimura, D., Hamamoto, T.,
Underwater Image Color Correction using Exposure-Bracketing Imaging,
SPLetters(25), No. 6, June 2018, pp. 893-897.
IEEE DOI 1806
BibRef
Earlier:
Color correction of underwater images based on multi-illuminant estimation with exposure bracketing imaging,
ICIP17(705-709)
IEEE DOI 1803
geophysical image processing, image colour analysis, image fusion, oceanographic techniques, regression analysis, underwater image. Attenuation, Distortion, Estimation, Imaging, Optical distortion, Color correction, BibRef

Gao, S., Zhang, M., Zhao, Q., Zhang, X., Li, Y.,
Underwater Image Enhancement Using Adaptive Retinal Mechanisms,
IP(28), No. 11, November 2019, pp. 5580-5595.
IEEE DOI 1909
Image color analysis, Retina, Radio frequency, Ganglia, Photoreceptors, Adaptation models, Image edge detection, color correction BibRef

Ye, X.C.[Xin-Chen], Li, Z.[Zheng], Sun, B.L.[Bao-Li], Wang, Z.H.[Zhi-Hui], Xu, R.[Rui], Li, H.J.[Hao-Jie], Fan, X.[Xin],
Deep Joint Depth Estimation and Color Correction From Monocular Underwater Images Based on Unsupervised Adaptation Networks,
CirSysVideo(30), No. 11, November 2020, pp. 3995-4008.
IEEE DOI 2011
Image color analysis, Estimation, Task analysis, Color, Visualization, Robots, Atmospheric modeling, Underwater image, domain adapatation BibRef

Ye, X.C.[Xin-Chen], Zhang, J.Y.[Jin-Yi], Yuan, Y.[Yazhi], Xu, R.[Rui], Wang, Z.H.[Zhi-Hui], Li, H.J.[Hao-Jie],
Underwater Depth Estimation via Stereo Adaptation Networks,
CirSysVideo(33), No. 9, September 2023, pp. 5089-5101.
IEEE DOI 2310
BibRef

Raihan, A.J.[A. Jarina], Abas, P.E.[Pg Emeroylariffion], de Silva, L.C.[Liyanage C.],
Depth estimation for underwater images from single view image,
IET-IPR(14), No. 16, 19 December 2020, pp. 4188-4197.
DOI Link 2103
BibRef

Deng, J.J.[Jun-Jie], Luo, G.[Gege], Zhao, C.D.[Cai-Dan],
UCT-GAN: underwater image colour transfer generative adversarial network,
IET-IPR(14), No. 14, December 2020, pp. 3613-3622.
DOI Link 2012
BibRef

Liu, J., Zhang, X.,
Parameter-Adaptive Compensation (PAC) for Processing Underwater Selective Absorption,
SPLetters(27), 2020, pp. 2178-2182.
IEEE DOI 2012
Image color analysis, Picture archiving and communication systems, Attenuation, underwater image enhancement BibRef

Huang, Y.F.[Yi-Fan], Liu, M.Y.[Man-Yu], Yuan, F.[Fei],
Color correction and restoration based on multi-scale recursive network for underwater optical image,
SP:IC(93), 2021, pp. 116174.
Elsevier DOI 2103
Underwater image, Style transfer, Color correction, Image enhancement, Convolutional neural network BibRef

Liang, Z.[Zheng], Ding, X.Y.[Xue-Yan], Wang, Y.F.[Ya-Fei], Yan, X.H.[Xiao-Hong], Fu, X.P.[Xian-Ping],
GUDCP: Generalization of Underwater Dark Channel Prior for Underwater Image Restoration,
CirSysVideo(32), No. 7, July 2022, pp. 4879-4884.
IEEE DOI 2207
Image color analysis, Channel estimation, Estimation, Attenuation, Image restoration, Lighting, Cameras, Underwater image enhancement, color correction BibRef

Huang, Y.F.[Yi-Fan], Yuan, F.[Fei], Xiao, F.Q.[Feng-Qi], Cheng, E.[En],
Underwater image enhancement based on color restoration and dual image wavelet fusion,
SP:IC(107), 2022, pp. 116797.
Elsevier DOI 2208
Underwater image, Color compensation, Color restoration, Image enhancement, Image wavelet fusion, Generative adversarial network BibRef

Jiang, Z.Y.[Zhi-Ying], Li, Z.X.[Zhuo-Xiao], Yang, S.Z.[Shu-Zhou], Fan, X.[Xin], Liu, R.S.[Ri-Sheng],
Target Oriented Perceptual Adversarial Fusion Network for Underwater Image Enhancement,
CirSysVideo(32), No. 10, October 2022, pp. 6584-6598.
IEEE DOI 2210
Image color analysis, Image restoration, Degradation, Deep learning, Image enhancement, Absorption, Image reconstruction, color correction BibRef

Muniraj, M.[Manigandan], Dhandapani, V.[Vaithiyanathan],
Underwater image enhancement by modified color correction and adaptive Look-Up-Table with edge-preserving filter,
SP:IC(113), 2023, pp. 116939.
Elsevier DOI 2303
Color correction, Underwater image enhancement, CLAHE, Look-up table histogram manipulation, LAB color space, Image denoise BibRef

Chang, B.C.[Bao-Cai], Li, J.J.[Jin-Jiang], Ren, L.[Lu], Chen, Z.[Zheng],
Dual branch Transformer-CNN parametric filtering network for underwater image enhancement,
JVCIR(100), 2024, pp. 104131.
Elsevier DOI 2405
Underwater image enhancement, Color correction, Filter, Attention mechanism BibRef

Lin, P.[Peng], Wang, Y.F.[Ya-Fei], Li, Y.Y.[Yuan-Yuan], Fan, Z.[Zihao], Fu, X.P.[Xian-Ping],
Underwater Color Correction Network With Knowledge Transfer,
MultMed(26), 2024, pp. 8088-8103.
IEEE DOI 2408
Image color analysis, Knowledge transfer, Imaging, Learning systems, Image enhancement, Biological system modeling, knowledge transfer BibRef

Zhang, Y.[Yang], Liu, T.[Tao], Shi, Z.[Zhen], Dong, K.Y.[Kai-Yuan],
Underwater image recovery based on water type estimation and adaptive color correction,
JOSA-A(40), No. 12, December 2023, pp. 2287-2297.
DOI Link 2503
Attenuation coefficient, Image metrics, Imaging techniques, Light propagation, Light transmission, Underwater imaging BibRef

Wang, Y.L.[Yu-Lin], Ma, Y.M.[Yue-Ming], Li, Y.Y.[Yuan-Yuan], Zhang, J.Q.[Ji-Qing], Mi, Z.[Zetian], Fu, X.P.[Xian-Ping],
Underwater Vignetting Image Correction Based on Binary Polynomial Regularization and Latent Low-Rank Representation,
CirSysVideo(35), No. 4, April 2025, pp. 3410-3425.
IEEE DOI 2504
Image color analysis, Brightness, Backscatter, Polynomials, Image enhancement, Imaging, Artificial light, Scattering, underwater vignetting image formation model BibRef

Ren, S.[Siyi], Bao, X.Q.[Xian-Qiang], Wang, T.J.[Tian-Jiang], Xu, X.H.[Xing-Hua], Ma, T.[Tao], Yu, K.[Kun],
UIEVUS: An underwater image enhancement method for various underwater scenes,
SP:IC(135), 2025, pp. 117264.
Elsevier DOI 2504
Unmanned underwater vehicles, Underwater image enhancement, Retinex theory, Generative adversarial networks BibRef

Fan, J.Y.[Jun-Yu], Xu, J.[Jie], Zhou, J.C.[Jing-Chun], Meng, D.L.[Dan-Ling], Lin, Y.[Yi],
See Through Water: Heuristic Modeling Toward Color Correction for Underwater Image Enhancement,
CirSysVideo(35), No. 5, May 2025, pp. 4039-4054.
IEEE DOI Code:
WWW Link. 2505
Image color analysis, Accuracy, Adaptation models, Image restoration, Deep learning, Data models, heuristic modeling BibRef

Yu, B.Q.[Bai-Qiang], Zhou, L.[Ling], Yu, W.Q.[Wen-Qiang], Zhuang, P.X.[Pei-Xian], Zhang, W.D.[Wei-Dong],
Underwater image color correction via global and local two-step optimization,
PRL(196), 2025, pp. 38-44.
Elsevier DOI Code:
WWW Link. 2509
Underwater image preprocessing, Statistical features, Luminance information, Color correction BibRef

Qiao, S.[Shishi], Lin, B.[Benqian], Bu, G.[Guanren], Yuan, S.[Shuai], Zheng, H.Y.[Hai-Yong],
Token Aggregation and Selection Hashing for Efficient Underwater Image Retrieval,
SPLetters(32), 2025, pp. 3545-3549.
IEEE DOI 2510
Semantics, Image retrieval, Training, Visualization, Image color analysis, Feature extraction, Degradation, token selection BibRef


Espinosa, A.R.[Alejandro Rico], McIntosh, D.[Declan], Albu, A.B.[Alexandra Branzan],
An Efficient Approach for Underwater Image Improvement: Deblurring, Dehazing, and Color Correction,
Maritime23(206-215)
IEEE DOI 2302
Training, Degradation, Visualization, Image color analysis, Real-time systems, Data models, Discrete wavelet transforms BibRef

Cai, Y.[Ye], Gao, H.X.[Hong-Xia], Niu, S.C.[Shi-Cheng], Qi, T.[Tian], Yang, W.P.[Wei-Peng],
A multi-stage restoration method for degraded images with light scattering and absorption,
ICPR22(407-413)
IEEE DOI 2212
Visualization, Image color analysis, Absorption, Image edge detection, Lighting, Light scattering, Color correction BibRef

Pipara, A.[Arpit], Oza, U.[Urvi], Mandal, S.[Srimanta],
Underwater Image Color Correction Using Ensemble Colorization Network,
AIM21(2011-2020)
IEEE DOI 2112
Measurement, Degradation, Deep learning, Image color analysis, Surveillance, Visual systems BibRef

Zhang, W., Li, G., Ying, Z.,
A new underwater image enhancing method via color correction and illumination adjustment,
VCIP17(1-4)
IEEE DOI 1804
image colour analysis, image enhancement, color cast, color correction, color enhancement method, gamma correction, visual performance BibRef

Ancuti, C.O., Ancuti, C., de Vleeschouwer, C., Neumann, L., Garcia, R.,
Color transfer for underwater dehazing and depth estimation,
ICIP17(695-699)
IEEE DOI 1803
Attenuation, Colored noise, Estimation, Image color analysis, Image edge detection, Image restoration, Imaging, color constancy, underwater visibility enhancement BibRef

Wang, Y., Zhang, J.[Jing], Cao, Y.[Yang], Wang, Z.F.[Zeng-Fu],
A deep CNN method for underwater image enhancement,
ICIP17(1382-1386)
IEEE DOI 1803
Attenuation, Distortion, Feature extraction, Image color analysis, Image enhancement, Imaging, Training, color correction, deep CNN, underwater image enhancement BibRef

Torres-Méndez, L.A.[Luz A.], Dudek, G.[Gregory],
Color Correction of Underwater Images for Aquatic Robot Inspection,
EMMCVPR05(60-73).
Springer DOI 0601
BibRef

Ĺhlen, J.[Julia], Sundgren, D.[David],
Bottom Reflectance Influence on a Color Correction Algorithm for Underwater Images,
SCIA03(922-926).
Springer DOI 0310
BibRef

Chapter on Computational Vision, Regularization, Connectionist, Morphology, Scale-Space, Perceptual Grouping, Wavelets, Color, Sensors, Optical, Laser, Radar continues in
Underwater Images Image Quality Measurement .


Last update:Oct 20, 2025 at 16:58:17