4.11.2.8.1 Single Image Dehazing

Chapter Contents (Back)
Haze. Dehazing. Single Image.
See also Single Image Rain Removal, Color Correction.
See also General Weather Enhancement, Restoration.

He, K.M.[Kai-Ming], Sun, J.[Jian], Tang, X.[Xiaoou],
Single Image Haze Removal Using Dark Channel Prior,
PAMI(33), No. 12, December 2011, pp. 2341-2353.
IEEE DOI 1110
BibRef
Earlier: CVPR09(1956-1963).
IEEE DOI 0906
Award, CVPR. Dark channel prior is statistics of haze-free image -- most local patches contain some pixels with low intensity in one color channel. Depth map is a byproduct of haze removal.
See also Guided Image Filtering. BibRef

Gibson, K.B., Vo, D.T., Nguyen, T.Q.,
An Investigation of Dehazing Effects on Image and Video Coding,
IP(21), No. 2, February 2012, pp. 662-673.
IEEE DOI 1201
BibRef

Ancuti, C.O.[Codruta Orniana], Ancuti, C.[Cosmin],
Single Image Dehazing by Multi-Scale Fusion,
IP(22), No. 8, 2013, pp. 3271-3282.
IEEE DOI Single image dehazing, enhancing, outdoor images 1307

See also Color Balance and Fusion for Underwater Image Enhancement. BibRef

Ancuti, C.O.[Codruta Orniana], Ancuti, C.[Cosmin], Bekaert, P.[Philippe],
Single Image Restoration of Outdoor Scenes,
CAIP11(II: 245-252).
Springer DOI 1109
BibRef

Ancuti, C.O.[Codruta O.], Ancuti, C.[Cosmin], Hermans, C.[Chris], Bekaert, P.[Philippe],
A Fast Semi-inverse Approach to Detect and Remove the Haze from a Single Image,
ACCV10(II: 501-514).
Springer DOI 1011
BibRef
And:
Image and Video Decolorization by Fusion,
ACCV10(I: 79-92).
Springer DOI 1011
BibRef

Park, D.[Dubok], Han, D.K.[David K.], Jeon, C.[Changwon], Ko, H.S.[Han-Seok],
Fast Single Image De-Hazing Using Characteristics of RGB Channel of Foggy Image,
IEICE(E96-D), No. 8, August 2013, pp. 1793-1799.
WWW Link. 1308
BibRef

Fang, F., Li, F., Zeng, T.,
Single Image Dehazing and Denoising: A Fast Variational Approach,
SIIMS(7), No. 2, 2014, pp. 969-996.
DOI Link 1407
BibRef

Li, B.[Bo], Wang, S.H.[Shu-Hang], Zheng, J.[Jin], Zheng, L.P.[Li-Ping],
Single image haze removal using content-adaptive dark channel and post enhancement,
IET-CV(8), No. 2, April 2014, pp. 131-140.
DOI Link 1407
brightness BibRef

Park, H.[Hanhoon],
An Improved Single Image Haze Removal Algorithm Using Image Segmentation,
IEICE(E97-D), No. 9, September 2014, pp. 2554-2558.
WWW Link. 1410
BibRef

Zhang, J.[Jun], Hu, S.Q.[Shi-Qiang],
A GPU-accelerated real-time single image de-hazing method using pixel-level optimal de-hazing criterion,
RealTimeIP(9), No. 4, December 2014, pp. 661-672.
WWW Link. 1411
BibRef

Lai, Y.H.[Yi-Hsuan], Chen, Y.L.[Yi-Lei], Chiou, C.J.[Chuan-Ju], Hsu, C.T.[Chiou-Ting],
Single-Image Dehazing via Optimal Transmission Map Under Scene Priors,
CirSysVideo(25), No. 1, January 2015, pp. 1-14.
IEEE DOI 1502
BibRef
Earlier: A1, A2, A4, Only:
Single image dehazing with optimal transmission map,
ICPR12(388-391).
WWW Link. 1302
image colour analysis Or: Yi-Shuan?. BibRef

Pan, X., Xie, F., Jiang, Z., Yin, J.,
Haze Removal for a Single Remote Sensing Image Based on Deformed Haze Imaging Model,
SPLetters(22), No. 10, October 2015, pp. 1806-1810.
IEEE DOI 1506
Atmospheric modeling BibRef

Zhu, Q.S.[Qing-Song], Mai, J.M.[Jia-Ming], Shao, L.[Ling],
A Fast Single Image Haze Removal Algorithm Using Color Attenuation Prior,
IP(24), No. 11, November 2015, pp. 3522-3533.
IEEE DOI 1509
BibRef
Earlier:
Single Image Dehazing Using Color Attenuation Prior,
BMVC14(xx-yy).
HTML Version. 1410
image colour analysis BibRef

Yu, T.[Teng], Riaz, I., Piao, J.C.[Jing-Chun], Shin, H.[Hyunchul],
Real-time single image dehazing using block-to-pixel interpolation and adaptive dark channel prior,
IET-IPR(9), No. 9, 2015, pp. 725-734.
DOI Link 1509
Gaussian channels BibRef

Riaz, I.[Irfan], Yu, T.[Teng], Rehman, Y.[Yawar], Shin, H.C.[Hyun-Chul],
Single image dehazing via reliability guided fusion,
JVCIR(40, Part A), No. 1, 2016, pp. 85-97.
Elsevier DOI 1609
Dehaze BibRef

Galdran, A.[Adrian], Vazquez-Corral, J.[Javier], Pardo, D.[David], Bertalmío, M.[Marcelo],
Enhanced Variational Image Dehazing,
SIIMS(8), No. 3, 2015, pp. 1519-1546.
DOI Link 1511
BibRef
Earlier:
A Variational Framework for Single Image Dehazing,
CVPV14(259-270).
Springer DOI 1504
BibRef

Galdran, A.[Adrian], Vazquez-Corral, J.[Javier], Pardo, D.[David], Bertalmío, M.[Marcelo],
Fusion-Based Variational Image Dehazing,
SPLetters(24), No. 2, February 2017, pp. 151-155.
IEEE DOI 1702
image enhancement BibRef

Li, Z.G.[Zheng-Guo], Zheng, J.H.[Jing-Hong],
Edge-Preserving Decomposition-Based Single Image Haze Removal,
IP(24), No. 12, December 2015, pp. 5432-5441.
IEEE DOI 1512
image filtering BibRef

Li, Z.G.[Zheng-Guo], Zheng, J.H.[Jing-Hong],
Single Image De-Hazing Using Globally Guided Image Filtering,
IP(27), No. 1, January 2018, pp. 442-450.
IEEE DOI 1712
edge detection, image denoising, image filtering, image restoration, smoothing methods, G-GIF, structure transfer BibRef

Li, Z.G.[Zheng-Guo], Shu, H.Y.[Hai-Yan], Zheng, C.B.[Chao-Bing],
Multi-Scale Single Image Dehazing Using Laplacian and Gaussian Pyramids,
IP(30), 2021, pp. 9270-9279.
IEEE DOI 2112
Image color analysis, Laplace equations, Image restoration, Distortion, Attenuation, Atmospheric modeling, noise reduction BibRef

Li, Z.G.[Zheng-Guo], Shu, H.Y.[Hai-Yan],
Multi-Scale Model Driven Single Image Dehazing,
ICIP21(2004-2008)
IEEE DOI 2201
Maximum likelihood detection, Laplace equations, Image edge detection, Noise reduction, Nonlinear filters, Filtering algorithms BibRef

Wang, D.[Dan], Zhu, J.[Jubo],
Fast smoothing technique with edge preservation for single image dehazing,
IET-CV(9), No. 6, 2015, pp. 950-959.
DOI Link 1512
computational complexity BibRef

Li, W.J., Gu, B., Huang, J.T., Wang, S.Y., Wang, M.H.,
Single image visibility enhancement in gradient domain,
IET-IPR(6), No. 5, 2012, pp. 589-595.
DOI Link 1210
BibRef

Mi, Z.T.[Ze-Tian], Zhou, H.[Huan], Zheng, Y.J.[Yi-Jun], Wang, M.H.[Ming-Hui],
Single Image Dehazing Via Multi-Scale Gradient Domain Contrast Enhancement,
IET-IP(10), No. 3, 2016, pp. 206-214.
DOI Link 1603
gradient methods BibRef

Jha, D.K., Gupta, B., Lamba, S.S.,
l2-norm-based prior for haze-removal from single image,
IET-CV(10), No. 5, 2016, pp. 331-341.
DOI Link 1609
image restoration BibRef

Cai, B.[Bolun], Xu, X.M.[Xiang-Min], Jia, K.[Kui], Qing, C.M.[Chun-Mei], Tao, D.C.[Da-Cheng],
DehazeNet: An End-to-End System for Single Image Haze Removal,
IP(25), No. 11, November 2016, pp. 5187-5198.
IEEE DOI 1610
convolution BibRef

Yu, F., Qing, C.M.[Chun-Mei], Xu, X.M.[Xiang-Min], Cai, B.[Bolun],
Image and video dehazing using view-based cluster segmentation,
VCIP16(1-4)
IEEE DOI 1701
Atmospheric modeling BibRef

Ning, X.[Xin], Li, W.J.[Wei-Jun], Liu, W.J.[Wen-Jie],
A Fast Single Image Haze Removal Method Based on Human Retina Property,
IEICE(E100-D), No. 1, January 2017, pp. 211-214.
WWW Link. 1701
BibRef

Cui, T.[Tong], Tian, J.D.[Jian-Dong], Wang, E.[Ende], Tang, Y.D.[Yan-Dong],
Single image dehazing by latent region-segmentation based transmission estimation and weighted L 1-norm regularisation,
IET-IPR(11), No. 2, February 2017, pp. 145-154.
DOI Link 1703
BibRef

Xie, C.H.[Cong-Hua], Qiao, W.W.[Wei-Wei], Liu, Z.[Zhe], Ying, W.H.[Wen-Hao],
Single image dehazing using kernel regression model and dark channel prior,
SIViP(11), No. 4, May 2017, pp. 705-712.
WWW Link. 1704
BibRef

Liu, X.[Xin], Zhang, H.[He], Cheung, Y.M.[Yiu-Ming], You, X.G.[Xin-Ge], Tang, Y.Y.[Yuan Yan],
Efficient Single Image Dehazing and Denoising: An Efficient Multi-Scale Correlated Wavelet Approach,
CVIU(162), No. 1, 2017, pp. 23-33.
Elsevier DOI 1710
Image, dehazing BibRef

Zhang, H.[He], Sindagi, V.[Vishwanath], Patel, V.M.[Vishal M.],
Multi-Scale Single Image Dehazing Using Perceptual Pyramid Deep Network,
Restoration18(1015-101509)
IEEE DOI 1812
Atmospheric modeling, Image color analysis, Mathematical model, Decoding, Estimation, Scattering, Training BibRef

Kaplan, N.H., Ayten, K.K., Dumlu, A.,
Single image dehazing based on multiscale product prior and application to vision control,
SIViP(11), No. 8, November 2017, pp. 1389-1396.
WWW Link. 1710
BibRef

Ju, M.Y.[Ming-Ye], Zhang, D.Y.[Deng-Yin], Wang, X.M.[Xue-Mei],
Single image dehazing via an improved atmospheric scattering model,
VC(33), No. 12, December 2017, pp. 1613-1625.
WWW Link. 1710
BibRef

Ju, M.Y.[Ming-Ye], Gu, Z.F.[Zhen-Fei], Zhang, D.Y.[Deng-Yin], Liu, J.[Jian],
Single Image Dehazing Using Invariance Principle,
IEICE(E100-D), No. 12, December 2017, pp. 3068-3072.
WWW Link. 1712
BibRef

Liu, Y.[Yun], Chen, R.[Rui], Shang, J.X.[Jin-Xia], Wang, M.H.[Ming-Hui],
Single Image Haze Removal Using Structure-Aware Atmospheric Veil,
IEICE(E100-D), No. 11, November 2017, pp. 2729-2733.
WWW Link. 1711
BibRef

Bui, T.M., Kim, W.,
Single Image Dehazing Using Color Ellipsoid Prior,
IP(27), No. 2, February 2018, pp. 999-1009.
IEEE DOI 1712
Atmospheric modeling, Colored noise, Ellipsoids, Estimation, Image color analysis, Robustness, Dehazing, dark channel prior (DCP) BibRef

Zhu, M., He, B., Wu, Q.,
Single Image Dehazing Based on Dark Channel Prior and Energy Minimization,
SPLetters(25), No. 2, February 2018, pp. 174-178.
IEEE DOI 1802
image denoising, dark channel, energy function, energy minimization, piecewise smoothness, single image dehazing, single image dehazing BibRef

Gao, Y.K.[Ya-Kun], Chen, H.Y.[Hai-Yan], Li, H.B.[Hai-Bin], Zhang, W.M.[Wen-Ming],
Single image dehazing using local linear fusion,
IET-IPR(12), No. 5, May 2018, pp. 637-643.
DOI Link 1804
BibRef

Khmag, A.[Asem], Al-Haddad, S.A.R., Ramli, A.R.[Abd Rahman], Kalantar, B.[Bahareh],
Single image dehazing using second-generation wavelet transforms and the mean vector L2-norm,
VC(34), No. 5, May 2018, pp. 675-688.
WWW Link. 1804
BibRef

Wang, W.[Wei], He, C.J.[Chuan-Jiang], Xia, X.G.[Xiang-Gen],
A constrained total variation model for single image dehazing,
PR(80), 2018, pp. 196-209.
Elsevier DOI 1805
Dehazing, Total variation, Variational method, Gradient projection algorithm BibRef

Zhang, L.B.[Li-Bao], Wang, S.Y.[Shi-Yi], Wang, X.H.[Xiao-Han],
Saliency-based dark channel prior model for single image haze removal,
IET-IPR(12), No. 6, June 2018, pp. 1049-1055.
DOI Link 1805
BibRef

Zhang, L.B.[Li-Bao], Wang, S.[Shan], Wang, X.H.[Xiao-Han],
Single image dehazing based on bright channel prior model and saliency analysis strategy,
IET-IPR(15), No. 5, 2021, pp. 1023-1031.
DOI Link 2106
BibRef

Zhang, L.B.[Li-Bao], Wang, X.H.[Xiao-Han], She, C.[Chen],
Single image haze removal based on saliency detection and dark channel prior,
ICIP17(4292-4296)
IEEE DOI 1803
Image restoration, dark channel prior, haze removal, salient detection, transmission refinement BibRef

Song, Y.F.[Ya-Fei], Li, J.[Jia], Wang, X.G.[Xiao-Gang], Chen, X.W.[Xiao-Wu],
Single Image Dehazing Using Ranking Convolutional Neural Network,
MultMed(20), No. 6, June 2018, pp. 1548-1560.
IEEE DOI 1805
Atmosphere, Feature extraction, Image color analysis, Meteorology, Neural networks, Predictive models, Single image dehazing, ranking layer BibRef

Wang, Z.[Zhi], Hou, G.J.[Guo-Jia], Pan, Z.K.[Zhen-Kuan], Wang, G.D.[Guo-Dong],
Single image dehazing and denoising combining dark channel prior and variational models,
IET-CV(12), No. 4, June 2018, pp. 393-402.
DOI Link 1805
BibRef

Kang, C., Kim, G.,
Single Image Haze Removal Method Using Conditional Random Fields,
SPLetters(25), No. 6, June 2018, pp. 818-822.
IEEE DOI 1806
image colour analysis, image enhancement, image restoration, image segmentation, conditional random fields, depth information, single image haze removal BibRef

Yan, J.[Jichao], Liang, X.G.[Xiang-Guo], Lin, M.G.[Mou-Guang], Su, Z.[Zhuo], Shi, X.H.[Xiao-Hong], Luo, X.N.[Xiao-Nan],
A hybrid features learning model for single image haze prediction,
SIViP(12), No. 5, July 2018, pp. 1001-1008.
Springer DOI
WWW Link. 1806
BibRef

Santra, S., Mondal, R., Chanda, B.,
Learning a Patch Quality Comparator for Single Image Dehazing,
IP(27), No. 9, September 2018, pp. 4598-4607.
IEEE DOI 1807
feedforward neural nets, fog, image restoration, learning (artificial intelligence), light scattering, visibility enhancement BibRef

Mondal, R., Santra, S., Chanda, B.,
Image Dehazing by Joint Estimation of Transmittance and Airlight Using Bi-Directional Consistency Loss Minimized FCN,
Restoration18(1033-10338)
IEEE DOI 1812
Mathematical model, Estimation, Image color analysis, Lighting, Convolution, Imaging, Bidirectional control BibRef

Ju, M., Ding, C., Zhang, D., Guo, Y.J.,
Gamma-Correction-Based Visibility Restoration for Single Hazy Images,
SPLetters(25), No. 7, July 2018, pp. 1084-1088.
IEEE DOI 1807
approximation theory, image restoration, GDM, benchmark images, blocking artifact suppression, maximum contrast BibRef

Liu, Q., Gao, X., He, L., Lu, W.,
Single Image Dehazing With Depth-Aware Non-Local Total Variation Regularization,
IP(27), No. 10, October 2018, pp. 5178-5191.
IEEE DOI 1808
Atmospheric modeling, Adaptation models, Imaging, Optimization, Image color analysis, Transform coding, Image edge detection, adaptive regularization BibRef

Shi, L., Chen, B., Huang, S., Larin, A.O., Seredin, O.S., Kopylov, A.V., Kuo, S.,
Removing Haze Particles From Single Image via Exponential Inference With Support Vector Data Description,
MultMed(20), No. 9, September 2018, pp. 2503-2512.
IEEE DOI 1809
image colour analysis, image enhancement, image restoration, particle swarm optimisation, support vector data description, underexposed effects BibRef

Wang, A., Wang, W., Liu, J., Gu, N.,
AIPNet: Image-to-Image Single Image Dehazing With Atmospheric Illumination Prior,
IP(28), No. 1, January 2019, pp. 381-393.
IEEE DOI 1810
Atmospheric modeling, Scattering, Image restoration, Lighting, Meteorology, Image color analysis, Wiener filters, Dehazing, image restoration BibRef

Li, B., Ren, W., Fu, D., Tao, D., Feng, D., Zeng, W., Wang, Z.,
Benchmarking Single-Image Dehazing and Beyond,
IP(28), No. 1, January 2019, pp. 492-505.
IEEE DOI 1810
Task analysis, Benchmark testing, Measurement, Atmospheric modeling, Training, Dehazing, detection, evaluations BibRef

Yang, M., Liu, J., Li, Z.,
Superpixel-Based Single Nighttime Image Haze Removal,
MultMed(20), No. 11, November 2018, pp. 3008-3018.
IEEE DOI 1810
Image color analysis, Atmospheric modeling, Mathematical model, Signal processing algorithms, weighted guided image filtering BibRef

Wang, Y.[Yao], Fu, F.F.[Fang-Fa], Lai, F.C.[Feng-Chang], Xu, W.Z.[Wei-Zhe], Shi, J.J.[Jin-Jin], Wang, J.X.[Jin-Xiang],
Haze removal algorithm based on single-images with chromatic properties,
SP:IC(72), 2019, pp. 80-91.
Elsevier DOI 1902
BibRef
Earlier: A1, A2, A4, A5, A6, Only:
An efficient haze removal algorithm using chromatic properties,
ICIP17(4267-4271)
IEEE DOI 1803
dehazing, ADAS, Image restoration, Chromatic properties. Atmospheric modeling, Image color analysis, Image quality, Meteorology, Roads, Scattering, ADAS, Dehazing, chromatic properties BibRef

Gao, Y., Hu, H., Li, B., Guo, Q., Pu, S.,
Detail Preserved Single Image Dehazing Algorithm Based on Airlight Refinement,
MultMed(21), No. 2, February 2019, pp. 351-362.
IEEE DOI 1902
Scattering, Atmospheric modeling, Estimation, Image edge detection, Image color analysis, Adaptation models, Convolution, Dehazing, haze removal BibRef

Zhao, D.[Dong], Xu, L.[Long], Yan, Y.H.[Yi-Hua], Chen, J.[Jie], Duan, L.Y.[Ling-Yu],
Multi-Scale Optimal Fusion Model for Single Image Dehazing,
SP:IC(74), 2019, pp. 253-265.
Elsevier DOI 1904
Single image dehazing, Multi-scale dehazing, Dark channel prior, Multi-scale Optimal Fusion BibRef

Dudhane, A.[Akshay], Murala, S.[Subrahmanyam],
Cardinal color fusion network for single image haze removal,
MVA(30), No. 2, March 2019, pp. 231-242.
WWW Link. 1904
BibRef

Dudhane, A.[Akshay], Murala, S.[Subrahmanyam],
RYF-Net: Deep Fusion Network for Single Image Haze Removal,
IP(29), No. 1, 2020, pp. 628-640.
IEEE DOI 1910
convolutional neural nets, feature extraction, image colour analysis, image denoising, image enhancement, CNN BibRef

Liu, Z., Xiao, B., Alrabeiah, M., Wang, K., Chen, J.,
Single Image Dehazing with a Generic Model-Agnostic Convolutional Neural Network,
SPLetters(26), No. 6, June 2019, pp. 833-837.
IEEE DOI 1906
convolutional neural nets, image denoising, image enhancement, image restoration, single image dehazing, residual learning BibRef

Yang, X., Li, H., Fan, Y., Chen, R.,
Single Image Haze Removal via Region Detection Network,
MultMed(21), No. 10, October 2019, pp. 2545-2560.
IEEE DOI 1910
convolutional neural nets, feature extraction, image colour analysis, image denoising, image enhancement, detail enhancement BibRef

Zhang, J., Tao, D.,
FAMED-Net: A Fast and Accurate Multi-Scale End-to-End Dehazing Network,
IP(29), No. 1, 2020, pp. 72-84.
IEEE DOI 1910
convolutional neural nets, image coding, image restoration, single image dehazing, dehazing models, encoder, deep neural network BibRef

Kim, S.E., Park, T.H., Eom, I.K.,
Fast Single Image Dehazing Using Saturation Based Transmission Map Estimation,
IP(29), No. 1, 2020, pp. 1985-1998.
IEEE DOI 1912
Atmospheric modeling, Image color analysis, Scattering, Filtering, Estimation, Training, Deep learning, Single image dehazing, white balance BibRef

Hodges, C.[Cameron], Bennamoun, M.[Mohammed], Rahmani, H.[Hossein],
Single image dehazing using deep neural networks,
PRL(128), 2019, pp. 70-77.
Elsevier DOI 1912
Deep learing, Siamese networks, Single image dehazing, Image dehazing BibRef

Colores, S.S.[Sebastián Salazar], Moya-Sánchez, E.U.[Eduardo Ulises], Ramos-Arreguín, J.M.[Juan-Manuel], Cabal-Yépez, E.[Eduardo],
Statistical multidirectional line dark channel for single-image dehazing,
IET-IPR(13), No. 14, 12 December 2019, pp. 2877-2887.
DOI Link 1912
BibRef

Gu, Z.[Ziqi], Zhan, Z.Q.[Zong-Qian], Yuan, Q.Q.A.[Qiang-Qi-Ang], Yan, L.[Li],
Single Remote Sensing Image Dehazing Using a Prior-Based Dense Attentive Network,
RS(11), No. 24, 2019, pp. xx-yy.
DOI Link 1912
BibRef

Wu, Q.B.[Qing-Bo], Zhang, J.G.[Jin-Gang], Ren, W.Q.[Wen-Qi], Zuo, W.M.[Wang-Meng], Cao, X.C.[Xiao-Chun],
Accurate Transmission Estimation for Removing Haze and Noise From a Single Image,
IP(29), 2020, pp. 2583-2597.
IEEE DOI 2001
Noise reduction, Semantics, Noise measurement, Estimation, Image segmentation, Noise level, Image edge detection, semantic segmentation BibRef

Golts, A., Freedman, D., Elad, M.,
Unsupervised Single Image Dehazing Using Dark Channel Prior Loss,
IP(29), 2020, pp. 2692-2701.
IEEE DOI 2001
Energy functions, deep neural networks, unsupervised learning, single image dehazing, dark channel prior BibRef

Shin, J., Kim, M., Paik, J., Lee, S.,
Radiance-Reflectance Combined Optimization and Structure-Guided L_0-Norm for Single Image Dehazing,
MultMed(22), No. 1, January 2020, pp. 30-44.
IEEE DOI 2001
Image color analysis, Atmospheric modeling, Histograms, Image edge detection, Optimization, Estimation, Cameras, L _0-norm, guided filtering BibRef

Nnolim, U.A.[Uche A.],
Improved Single Image De-Hazing Via Sky Region Detection, Classification and Illumination Refinement,
IJIG(19), No. 4 2019, pp. 1950021.
DOI Link 2001
BibRef

Raikwar, S.C.[Suresh Chandra], Tapaswi, S.[Shashikala],
Tight lower bound on transmission for single image dehazing,
VC(36), No. 1, January 2020, pp. 191-209.
WWW Link. 2001
BibRef

Raikwar, S.C.[Suresh Chandra], Tapaswi, S.[Shashikala],
Lower Bound on Transmission Using Non-Linear Bounding Function in Single Image Dehazing,
IP(29), 2020, pp. 4832-4847.
IEEE DOI 2003
Image color analysis, Meteorology, Atmospheric modeling, Estimation, Image edge detection, Scattering, Visualization, noise removal BibRef

Ren, W.Q.[Wen-Qi], Pan, J.S.[Jin-Shan], Zhang, H.[Hua], Cao, X.C.[Xiao-Chun], Yang, M.H.[Ming-Hsuan],
Single Image Dehazing via Multi-Scale Convolutional Neural Networks with Holistic Edges,
IJCV(128), No. 1, January 2020, pp. 240-259.
Springer DOI 2002
BibRef
Earlier: A1, A3, A2, A4, A5: Plus A2 Liu, S.[Si],
Single Image Dehazing via Multi-Scale Convolutional Neural Networks,
ECCV16(II: 154-169).
Springer DOI 1611

See also Single Image Super-Resolution via a Holistic Attention Network. BibRef

Berman, D.[Dana], Treibitz, T.[Tali], Avidan, S.[Shai],
Single Image Dehazing Using Haze-Lines,
PAMI(42), No. 3, March 2020, pp. 720-734.
IEEE DOI 2002
BibRef
Earlier:
Non-local Image Dehazing,
CVPR16(1674-1682)
IEEE DOI 1612
Image color analysis, Atmospheric modeling, Cameras, Clustering algorithms, Estimation, Channel estimation, haze removal
See also Underwater Single Image Color Restoration Using Haze-Lines and a New Quantitative Dataset. BibRef

Yeh, C., Huang, C., Kang, L.,
Multi-Scale Deep Residual Learning-Based Single Image Haze Removal via Image Decomposition,
IP(29), 2020, pp. 3153-3167.
IEEE DOI 2002
Haze removal, single image dehazing, deep learning, deep residual learning, U-Net, convolutional neural networks, image restoration BibRef

Zhang, S.D.[Sheng-Dong], He, F.Z.[Fa-Zhi], Ren, W.Q.[Wen-Qi], Yao, J.[Jian],
Joint learning of image detail and transmission map for single image dehazing,
VC(36), No. 2, February 2020, pp. 305-316.
WWW Link. 2002
BibRef

Li, C., Guo, C., Guo, J., Han, P., Fu, H., Cong, R.,
PDR-Net: Perception-Inspired Single Image Dehazing Network With Refinement,
MultMed(22), No. 3, March 2020, pp. 704-716.
IEEE DOI 2003
Atmospheric modeling, Image color analysis, Visualization, Training data, Loss measurement, Image reconstruction, image refinement BibRef

Gao, Y.[Yin], Li, Q.M.[Qi-Ming], Li, J.[Jun],
Single image dehazing via a dual-fusion method,
IVC(94), 2020, pp. 103868.
Elsevier DOI 2003
Image dehazing, Multi-region fusion, Exposure fusion, New speckle reducing anisotropic diffusion model BibRef

Yang, M.M.[Min-Min], Liu, J.C.[Jian-Chang], Li, Z.G.[Zheng-Guo], Tan, S.[Shubin],
Pre-processing for single image dehazing,
SP:IC(83), 2020, pp. 115777.
Elsevier DOI 2003
Single image haze removal, Weighted guided image filtering, Pre-processing, Noise amplification, Color distortion BibRef

Park, J., Han, D.K., Ko, H.,
Fusion of Heterogeneous Adversarial Networks for Single Image Dehazing,
IP(29), 2020, pp. 4721-4732.
IEEE DOI 2003
Atmospheric modeling, Image color analysis, Training, Scattering, Estimation, Generative adversarial networks, fusion method BibRef

Lu, Z., Long, B., Yang, S.,
Saturation Based Iterative Approach for Single Image Dehazing,
SPLetters(27), 2020, pp. 665-669.
IEEE DOI 2005
Mathematical model, Brightness, Image color analysis, Atmospheric modeling, Iterative methods, Image restoration, saturation BibRef

Hu, H., Zhang, H., Zhao, Z., Li, B., Zheng, J.,
Adaptive Single Image Dehazing Using Joint Local-Global Illumination Adjustment,
MultMed(22), No. 6, June 2020, pp. 1485-1495.
IEEE DOI 2005
Lighting, Atmospheric modeling, Image color analysis, Estimation, Scattering, Adaptation models, Image edge detection, single image haze removal BibRef

Chen, W., Fang, H., Ding, J., Kuo, S.,
PMHLD: Patch Map-Based Hybrid Learning DehazeNet for Single Image Haze Removal,
IP(29), 2020, pp. 6773-6788.
IEEE DOI 2007
Image color analysis, Distortion, Generative adversarial networks, Prediction algorithms, bi-attentive generative adversarial network BibRef

Gui, B.[Bian], Zhu, Y.H.[Yu-Hua], Zhen, T.[Tong],
Adaptive single image dehazing method based on support vector machine,
JVCIR(70), 2020, pp. 102792.
Elsevier DOI 2007
SVM, Adaptive dehazing, Automatic binary classification, Quality evaluation index BibRef

Ngo, D.[Dat], Lee, S.[Seungmin], Kang, B.[Bongsoon],
Robust Single-Image Haze Removal Using Optimal Transmission Map and Adaptive Atmospheric Light,
RS(12), No. 14, 2020, pp. xx-yy.
DOI Link 2007
BibRef

Li, B.[Bin], Zhao, J.J.[Jing-Juan], Fu, H.[Hui],
DLT-Net: deep learning transmittance network for single image haze removal,
SIViP(14), No. 6, September 2020, pp. 1245-1253.
WWW Link. 2008
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Fang, F., Wang, T., Wang, Y., Zeng, T., Zhang, G.,
Variational Single Image Dehazing for Enhanced Visualization,
MultMed(22), No. 10, October 2020, pp. 2537-2550.
IEEE DOI 2009
Image color analysis, Atmospheric modeling, Task analysis, Analytical models, Meteorology, Scattering, Image restoration, ADMM BibRef

Zhang, Y., Wang, P., Fan, Q., Bao, F., Yao, X., Zhang, C.,
Single Image Numerical Iterative Dehazing Method Based on Local Physical Features,
CirSysVideo(30), No. 10, October 2020, pp. 3544-3557.
IEEE DOI 2010
Atmospheric modeling, Image restoration, Image color analysis, Estimation, Channel estimation, Iterative algorithms, Single image, local physical features BibRef

Gautam, S., Gandhi, T.K., Panigrahi, B.K.,
An Improved Air-Light Estimation Scheme for Single Haze Images Using Color Constancy Prior,
SPLetters(27), 2020, pp. 1695-1699.
IEEE DOI 1806
Estimation, Image color analysis, Atmospheric modeling, Indexes, Brightness, Computational modeling, Channel estimation, dehazing BibRef

Gautam, S.[Sidharth], Gandhi, T.K.[Tapan Kumar], Panigrahi, B.K.,
WMCP-EM: An integrated dehazing framework for visibility restoration in single image,
CVIU(229), 2023, pp. 103648.
Elsevier DOI 2303
Image dehazing, Image restoration, Image enhancement BibRef

Wang, C.[Cong], Fan, W.S.[Wan-Shu], Wu, Y.T.[Yu-Tong], Su, Z.X.[Zhi-Xun],
Weakly supervised single image dehazing,
JVCIR(72), 2020, pp. 102897.
Elsevier DOI 1806
Image dehazing, Weakly supervised, Convolutional neural network (CNN), Multi-level multi-scale block BibRef

Sun, Z.Y.[Zi-Yi], Zhang, Y.F.[Yun-Feng], Bao, F.X.[Fang-Xun], Shao, K.[Kai], Liu, X.X.[Xin-Xin], Zhang, C.M.[Cai-Ming],
ICycleGAN: Single image dehazing based on iterative dehazing model and CycleGAN,
CVIU(203), 2021, pp. 103133.
Elsevier DOI 2101
Single-image dehazing, Learning-based methods, Physical model, Iterative dehazing BibRef

Sahu, G.[Geet], Seal, A.[Ayan], Krejcar, O.[Ondrej], Yazidi, A.[Anis],
Single image dehazing using a new color channel,
JVCIR(74), 2021, pp. 103008.
Elsevier DOI 2101
Image dehazing, Atmospheric light, Radiance, Illuminance scaling factor BibRef

Sahu, G.[Geet], Seal, A.[Ayan], Bhattacharjee, D.[Debotosh], Frischer, R.[Robert], Krejcar, O.[Ondrej],
A Novel Parameter Adaptive Dual Channel MSPCNN Based Single Image Dehazing for Intelligent Transportation Systems,
ITS(24), No. 3, March 2023, pp. 3027-3047.
IEEE DOI 2303
Brightness, Computational modeling, Channel estimation, Seals, Real-time systems, Image color analysis, Feature extraction, PYNQ-Z2 BibRef

Chaitanya, B.S.N.V., Mukherjee, S.[Snehasis],
Single image dehazing using improved cycleGAN,
JVCIR(74), 2021, pp. 103014.
Elsevier DOI 2101
CycleGAN, Cyclic consistency loss, AOD-NET, Single image dehazing, SSIM loss BibRef

Zhu, H., Cheng, Y., Peng, X., Zhou, J.T., Kang, Z., Lu, S., Fang, Z., Li, L., Lim, J.H.,
Single-Image Dehazing via Compositional Adversarial Network,
Cyber(51), No. 2, February 2021, pp. 829-838.
IEEE DOI 2101
Generators, Generative adversarial networks, Atmospheric modeling, Feature extraction, Image color analysis, image processing BibRef

Wang, C., Chen, R., Lu, Y., Yan, Y., Wang, H.,
Recurrent Context Aggregation Network for Single Image Dehazing,
SPLetters(28), 2021, pp. 419-423.
IEEE DOI 2103
Image color analysis, Feature extraction, Convolution, Decoding, Visual perception, Measurement, Image restoration, deep recurrent mechanism BibRef

Zhou, Z.R.[Zhao-Run], Shi, Z.H.[Zheng-Hao],
CGGAN: a context-guided generative adversarial network for single image dehazing,
IET-IPR(14), No. 15, 15 December 2020, pp. 3982-3988.
DOI Link 2103
BibRef

Zhao, S., Zhang, L., Shen, Y., Zhou, Y.,
RefineDNet: A Weakly Supervised Refinement Framework for Single Image Dehazing,
IP(30), 2021, pp. 3391-3404.
IEEE DOI 2103
Training, Image restoration, Learning systems, Atmospheric modeling, Image color analysis, unpaired dehazing dataset BibRef

Li, B.Y.[Bo-Yun], Gou, Y.B.[Yuan-Biao], Liu, J.Z.[Jerry Zitao], Zhu, H., Zhou, J.T.Y.[Joey Tian-Yi], Peng, X.[Xi],
Zero-Shot Image Dehazing,
IP(29), 2020, pp. 8457-8466.
IEEE DOI 2008
Single image dehazing, unsupervised, zero-shot BibRef

Li, B.Y.[Bo-Yun], Gou, Y.B.[Yuan-Biao], Gu, S.H.[Shu-Hang], Liu, J.Z.[Jerry Zitao], Zhou, J.T.Y.[Joey Tian-Yi], Peng, X.[Xi],
You Only Look Yourself: Unsupervised and Untrained Single Image Dehazing Neural Network,
IJCV(129), No. 5, May 2021, pp. 1754-1767.
Springer DOI 2105
BibRef

Zhang, X.Q.[Xiao-Qin], Jiang, R.H.[Run-Hua], Wang, T.[Tao], Luo, W.H.[Wen-Han],
Single Image Dehazing via Dual-Path Recurrent Network,
IP(30), 2021, pp. 5211-5222.
IEEE DOI 2106
Image restoration, Feature extraction, Image reconstruction, Estimation, Atmospheric modeling, Convolution, Scattering, parallel interaction function BibRef

Yi, Q.[Qiaosi], Jiang, A.[Aiwen], Deng, X.L.[Xiao-Lin], Liu, C.H.[Chang-Hong],
MSNet: A novel end-to-end single image dehazing network with multiple inter-scale dense skip-connections,
IET-IPR(15), No. 1, 2021, pp. 143-154.
DOI Link 2106
BibRef

Zhou, H.[Hao], Xiong, H.L.[Hai-Ling], Li, C.[Chuan], Jiang, W.W.[Wei-Wei], Lu, K.Z.[Ke-Zhong], Chen, N.[Nian], Liu, Y.[Yun],
Single Image Dehazing Based on Weighted Variational Regularized Model,
IEICE(E104-D), No. 7, July 2021, pp. 961-969.
WWW Link. 2107
BibRef

Liu, Y.[Yun], Yan, Z.S.[Zhong-Sheng], Tan, J.[Jinge], Li, Y.[Yuche],
Multi-Purpose Oriented Single Nighttime Image Haze Removal Based on Unified Variational Retinex Model,
CirSysVideo(33), No. 4, April 2023, pp. 1643-1657.
IEEE DOI 2304
Lighting, Degradation, Reflectivity, Atmospheric modeling, Imaging, Image restoration, Image color analysis, Nighttime haze removal, gradient domain BibRef

Liu, Y.[Yun], Yan, Z.S.[Zhong-Sheng], Wu, A.[Aimin], Ye, T.[Tian], Li, Y.[Yuche],
Nighttime Image Dehazing Based on Variational Decomposition Model,
NTIRE22(639-648)
IEEE DOI 2210
Degradation, Computational modeling, Noise reduction, Lighting, Focusing BibRef

Nnolim, U.A.[Uche A.],
Single Image De-Hazing via Multiscale Wavelet Decomposition and Estimation with Fractional Gradient-Anisotropic Diffusion Fusion,
IJIG(21), No. 3, July 2021, pp. 2150032.
DOI Link 2107
BibRef

Zhou, G.[Guangbin], He, L.F.[Li-Feng], Qi, Y.[Yong], Yang, M.M.[Mei-Mei], Zhao, X.[Xiao], Chao, Y.Y.[Yu-Yan],
An improved algorithm using weighted guided coefficient and union self-adaptive image enhancement for single image haze removal,
IET-IPR(15), No. 11, 2021, pp. 2680-2692.
DOI Link 2108
BibRef

Singh, K.[Kavinder], Parihar, A.S.[Anil Singh],
Variational optimization based single image dehazing,
JVCIR(79), 2021, pp. 103241.
Elsevier DOI 2109
Image dehazing, Transmission, Atmospheric light, Haze BibRef

Wang, Y.[Yingbo], Cao, J.[Jie], Rizvi, S.[Saad], Hao, Q.[Qun],
Single Haze Image Restoration Under Non-Uniform Dense Scattering Media,
SPLetters(28), 2021, pp. 1625-1629.
IEEE DOI 2109
Image restoration, Scattering, Image color analysis, Optical filters, Atmospheric modeling, Estimation, block optimization BibRef

Zhu, X.[Xinshan], Li, S.[Shuoshi], Gan, Y.D.[Yong-Dong], Zhang, Y.[Yun], Sun, B.[Biao],
Multi-Stream Fusion Network With Generalized Smooth L1 Loss for Single Image Dehazing,
IP(30), 2021, pp. 7620-7635.
IEEE DOI 2109
Training, Measurement, Image resolution, Atmospheric modeling, Scattering, Streaming media, Performance gain, Image dehazing, supervision learning BibRef

Li, H.[Hui], Wu, Q.B.[Qing-Bo], Ngan, K.N.[King Ngi], Li, H.L.[Hong-Liang], Meng, F.M.[Fan-Man],
Single Image Dehazing Via Region Adaptive Two-Shot Network,
MultMedMag(28), No. 3, July 2021, pp. 97-106.
IEEE DOI 2109
Image restoration, Lighting, Feature extraction, Convolution, Atmospheric modeling, region-adaptive fusion BibRef

Li, H.[Hui], Wu, Q.B.[Qing-Bo], Li, H., Ngan, K.N.[King Ngi], Li, H.L.[Hong-Liang], Meng, F.M.[Fan-Man],
Single Image Dehazing Via Artificial Multiple Shots And Multidimensional Context,
ICIP20(1023-1027)
IEEE DOI 2011
Cognition, Training, Image restoration, Feeds, Convolution, Nonhomogeneous media, Atmospheric modeling, multidimensional context BibRef

Zhou, H.[Hao], Zhang, Z.Z.[Zhuang-Zhuang], Liu, Y.[Yun], Xuan, M.Y.[Mei-Yan], Jiang, W.W.[Wei-Wei], Xiong, H.L.[Hai-Ling],
Single Image Dehazing Algorithm Based on Modified Dark Channel Prior,
IEICE(E104-D), No. 10, October 2021, pp. 1758-1761.
WWW Link. 2110
BibRef

Pan, Y.P.[Yong-Peng], Chen, Z.X.[Zhen-Xue], Li, X.M.[Xian-Ming], He, W.K.[Wei-Kai],
Single-Image Dehazing via Dark Channel Prior and Adaptive Threshold,
IJIG(21), No. 4, October 2021 2021, pp. 2150053.
DOI Link 2110
BibRef

Pal, T.[Tannistha],
A Robust Method for Dehazing of Single Image with Sky Region Detection and Segmentation,
IJIG(21), No. 4, October 2021 2021, pp. 2150045.
DOI Link 2110
BibRef

Wang, N.[Nian], Cui, Z.G.[Zhi-Gao], Su, Y.Z.[Yan-Zhao], He, C.[Chuan], Lan, Y.W.[Yun-Wei], Li, A.[Aihua],
Prior-guided multiscale network for single-image dehazing,
IET-IPR(15), No. 13, 2021, pp. 3368-3379.
DOI Link 2110
BibRef

Wang, N.[Nian], Cui, Z.G.[Zhi-Gao], Su, Y.Z.[Yan-Zhao], He, C.[Chuan], Li, A.[Aihua],
Multiscale Supervision-Guided Context Aggregation Network for Single Image Dehazing,
SPLetters(29), 2022, pp. 70-74.
IEEE DOI 2202
Feature extraction, Convolution, Image color analysis, Image restoration, Learning systems, Semantics, attention mechanism BibRef

Zhang, K.S.[Kuang-Shi], Li, Y.N.[Yue-Nan],
Single Image Dehazing via Semi-Supervised Domain Translation and Architecture Search,
SPLetters(28), 2021, pp. 2127-2131.
IEEE DOI 2112
Task analysis, Decoding, Training, Logic gates, Neural networks, Atmospheric modeling, Dehazing, automated architecture search BibRef

Ullah, H.[Hayat], Muhammad, K.[Khan], Irfan, M.[Muhammad], Anwar, S.[Saeed], Sajjad, M.[Muhammad], Imran, A.S.[Ali Shariq], de Albuquerque, V.H.C.[Victor Hugo C.],
Light-DehazeNet: A Novel Lightweight CNN Architecture for Single Image Dehazing,
IP(30), 2021, pp. 8968-8982.
IEEE DOI 2112
Atmospheric modeling, Image color analysis, Image reconstruction, Computational modeling, Visualization, Image restoration, image visibility restoration BibRef

Kumar, B.P.[Balla Pavan], Kumar, A.[Arvind], Pandey, R.[Rajoo],
Region-based adaptive single image dehazing, detail enhancement and pre-processing using auto-colour transfer method,
SP:IC(100), 2022, pp. 116532.
Elsevier DOI 2112
Dark regions enhancement, Adaptive single image dehazing, Detail enhancement, Auto-colour transfer method, Hazy image categorization BibRef

Mo, Y.Z.[Yao-Zong], Li, C.F.[Chao-Feng], Zheng, Y.H.[Yu-Hui], Wu, X.J.[Xiao-Jun],
DCA-CycleGAN: Unsupervised single image dehazing using Dark Channel Attention optimized CycleGAN,
JVCIR(82), 2022, pp. 103431.
Elsevier DOI 2201
Image dehazing, Adversarial network, Dark channel attention, Local discriminator BibRef

Ganguly, B.[Biswarup], Bhattacharya, A.[Anwesa], Srivastava, A.[Ananya], Dey, D.[Debangshu], Munshi, S.[Sugata],
Single Image Haze Removal With Haze Map Optimization for Various Haze Concentrations,
CirSysVideo(32), No. 1, January 2022, pp. 286-301.
IEEE DOI 2201
Atmospheric modeling, Scattering, Image reconstruction, Morphology, Estimation, Optimization, Image restoration, sparse haze model BibRef

Kan, S.C.[Shi-Chao], Zhang, Y.[Yue], Zhang, F.H.[Fang-Hui], Cen, Y.G.[Yi-Gang],
A GAN-based input-size flexibility model for single image dehazing,
SP:IC(102), 2022, pp. 116599.
Elsevier DOI 2202
Generative adversarial network, Image dehazing, Image restoration BibRef

Wang, W.H.[Wen-Hui], Wang, A.[Anna], Liu, C.[Chen],
Variational Single Nighttime Image Haze Removal With a Gray Haze-Line Prior,
IP(31), 2022, pp. 1349-1363.
IEEE DOI 2202
Image color analysis, Atmospheric modeling, Colored noise, Lighting, Task analysis, Meteorology, Estimation, structure-aware variational framework BibRef

Zhang, X.Q.[Xiao-Qin], Wang, J.X.[Jin-Xin], Wang, T.[Tao], Jiang, R.[Runhua],
Hierarchical Feature Fusion With Mixed Convolution Attention for Single Image Dehazing,
CirSysVideo(32), No. 2, February 2022, pp. 510-522.
IEEE DOI 2202
Feature extraction, Convolution, Task analysis, Image color analysis, Image restoration, Atmospheric modeling, deep learning BibRef

Liu, Y.[Yan], Al-Shehari, H.[Hassan], Zhang, H.Y.[Hong-Ying],
Attention Mechanism Enhancement Algorithm Based on Cycle Consistent Generative Adversarial Networks for Single Image Dehazing,
JVCIR(83), 2022, pp. 103434.
Elsevier DOI 2202
Image dehazing, Attention mechanism, Deep learning, Generative adversarial networks BibRef

Chen, X.[Xiang], Li, Y.F.[Yu-Feng], Kong, C.H.[Cai-Hua], Dai, L.G.[Long-Gang],
Unpaired Image Dehazing With Physical-Guided Restoration and Depth-Guided Refinement,
SPLetters(29), 2022, pp. 587-591.
IEEE DOI 2202
Image restoration, Training, Atmospheric modeling, Image reconstruction, Data models, Task analysis, unpaired learning BibRef

Zhang, X.S.[Xian-Shi], Yu, Y.B.[Yong-Bo], Yang, K.F.[Kai-Fu], Li, Y.J.[Yong-Jie],
A Fish Retina-Inspired Single Image Dehazing Method,
CirSysVideo(32), No. 4, April 2022, pp. 1875-1888.
IEEE DOI 2204
Retina, Image color analysis, Scattering, Atmospheric waves, Atmospheric modeling, Visualization, Radio frequency, colorized haze BibRef

Ma, Y.L.[Yong-Li], Xu, J.D.[Jin-Dong], Jia, F.[Fei], Yan, W.Q.[Wei-Qing], Liu, Z.W.[Zhao-Wei], Ni, M.Y.[Meng-Ying],
Single image dehazing using generative adversarial networks based on an attention mechanism,
IET-IPR(16), No. 7, 2022, pp. 1897-1907.
DOI Link 2205
BibRef

Wang, P.Y.[Peng-Yu], Zhu, H.Q.[Hong-Qing], Huang, H.[Hui], Zhang, H.[Han], Wang, N.[Nan],
TMS-GAN: A Twofold Multi-Scale Generative Adversarial Network for Single Image Dehazing,
CirSysVideo(32), No. 5, May 2022, pp. 2760-2772.
IEEE DOI 2205
Atmospheric modeling, Training, Scattering, Image restoration, Generative adversarial networks, Decoding, Image color analysis, multi-attention progressive fusion BibRef

Zhang, X.Y.[Xin-Yu], Li, J.J.[Jin-Jiang], Hua, Z.[Zhen],
MFFE: Multi-Scale Feature Fusion Enhanced Net for Image Dehazing,
SP:IC(105), 2022, pp. 116719.
Elsevier DOI 2205
Single-image dehazing network, Multi-scale feature fusion, Ed-local binary pattern, SOS feature enhancement, SE attention mechanism BibRef

Li, X.L.[Xiao-Ling], Hua, Z.[Zhen], Li, J.J.[Jin-Jiang],
Two-stage single image dehazing network using swin-transformer,
IET-IPR(16), No. 9, 2022, pp. 2518-2534.
DOI Link 2206
BibRef

Chen, Z.[Ziyu], Zhuang, H.[Huaiyu], Han, J.[Jia], Cui, Y.[Yani], Deng, J.X.[Jia-Xian],
Multi-scale single image dehazing based on the fusion of global and local features,
IET-IPR(16), No. 8, 2022, pp. 2049-2062.
DOI Link 2205
BibRef

Zhang, X.Q.[Xiao-Qin], Wang, T.[Tao], Tang, G.Y.[Gui-Ying], Zhao, L.[Li], Xu, Y.W.[Yue-Wang], Maybank, S.[Stephen],
Single Image Haze Removal Based on a Simple Additive Model With Haze Smoothness Prior,
CirSysVideo(32), No. 6, June 2022, pp. 3490-3499.
IEEE DOI 2206
Atmospheric modeling, Optical imaging, Optical scattering, Computational modeling, Image color analysis, Additives, haze smoothness prior BibRef

Yi, Q.[Qiaosi], Li, J.C.[Jun-Cheng], Fang, F.[Faming], Jiang, A.[Aiwen], Zhang, G.X.[Gui-Xu],
Efficient and Accurate Multi-Scale Topological Network for Single Image Dehazing,
MultMed(24), 2022, pp. 3114-3128.
IEEE DOI 2206
Atmospheric modeling, Feature extraction, Task analysis, Scattering, Adaptation models, Semantics, Image color analysis, multi-scale topological network BibRef

Li, Z.G.[Zheng-Guo], Zheng, C.B.[Chao-Bing], Shu, H.Y.[Hai-Yan], Wu, S.Q.[Shi-Qian],
Dual-Scale Single Image Dehazing via Neural Augmentation,
IP(31), 2022, pp. 6213-6223.
IEEE DOI 2210
Atmospheric modeling, Image restoration, Generative adversarial networks, Image color analysis, generative adversarial network BibRef

Shamsuddin, A.F.[Abdul Fathaah], Ragunathan, K.[Krupasankari], Abhijith, P., Raja-Sekar, P.M.D.[P.M. Deepak], Sankaran, P.[Praveen],
From synthetic to natural: Single natural image dehazing deep networks using synthetic dataset domain randomization,
JVCIR(89), 2022, pp. 103636.
Elsevier DOI 2212
Dehazing, Deep learning, Domain randomization, Dataset BibRef

Jiang, N.F.[Nan-Feng], Hu, K.J.[Ke-Jian], Zhang, T.[Ting], Chen, W.L.[Wei-Ling], Xu, Y.[Yiwen], Zhao, T.S.[Tie-Song],
Deep hybrid model for single image dehazing and detail refinement,
PR(136), 2023, pp. 109227.
Elsevier DOI 2301
Haze removal, Details refinement, Image processing BibRef

Memon, S.[Sanaullah], Arain, R.H.[Rafaqat Hussain], Mallah, G.A.[Ghulam Ali],
AMSFF-Net: Attention-Based Multi-Stream Feature Fusion Network for Single Image Dehazing,
JVCIR(90), 2023, pp. 103748.
Elsevier DOI 2301
Image dehazing, Channel attention, Pixel attention, Mixed convolution attention, Residual dense block, Feature fusion BibRef

Parihar, A.S.[Anil Singh], Java, A.[Abhinav],
Densely connected convolutional transformer for single image dehazing,
JVCIR(90), 2023, pp. 103722.
Elsevier DOI 2301
Image Dehazing, Transformers, Attention BibRef

Su, Z.[Zhuo], Liu, R.Z.[Rui-Zhi], Feng, Y.X.[Yu-Xin], Zhou, F.[Fan],
Attention-adaptive multi-scale feature aggregation dehazing network,
JVCIR(90), 2023, pp. 103706.
Elsevier DOI 2301
Single image dehazing, Feature attention, Residual aggregation BibRef

Kaplan, N.H.[Nur Huseyin],
Real-world image dehazing with improved joint enhancement and exposure fusion,
JVCIR(90), 2023, pp. 103720.
Elsevier DOI 2301
Image dehazing, Image enhancement, Image sharpening, Image filtering BibRef

Song, X.B.[Xi-Bin], Zhou, D.F.[Ding-Fu], Li, W.[Wei], Ding, H.D.[Hao-Dong], Dai, Y.C.[Yu-Chao], Zhang, L.J.[Liang-Jun],
WSAMF-Net: Wavelet Spatial Attention-Based MultiStream Feedback Network for Single Image Dehazing,
CirSysVideo(33), No. 2, February 2023, pp. 575-588.
IEEE DOI 2302
Atmospheric modeling, Frequency-domain analysis, Image edge detection, Task analysis, Streaming media, dehazing BibRef

Li, J.J.[Jiang-Jiang], Zhu, J.J.[Jian-Jun], Chen, H.[Huili],
Bilateral Filter-Oriented Multi-Scale CNN Fusion Model for Single Image Dehazing,
IJCVR(13), No. 2, 2023, pp. 133-151.
DOI Link 2303
BibRef

Zhu, L.J.[Li-Jun], Wei, W.[Weibo], Pan, Z.K.[Zhen-Kuan], Ji, L.S.[Lian-Shun], Song, J.T.[Jin-Tao], Li, J.H.[Jin-Han],
Semi-supervised learning dehazing algorithm based on the OSV model,
IET-IPR(17), No. 3, 2023, pp. 872-885.
DOI Link 2303
generative adversarial network, semi-supervised learning, single image dehazing, the OSV model BibRef

Ning, J.[Jin], Zhou, Y.H.[Yan-Hong], Liao, X.J.[Xiao-Juan], Duo, B.[Bin],
Single Remote Sensing Image Dehazing Using Robust Light-Dark Prior,
RS(15), No. 4, 2023, pp. xx-yy.
DOI Link 2303
BibRef

Song, Y.[Yuda], He, Z.Q.[Zhu-Qing], Qian, H.[Hui], Du, X.[Xin],
Vision Transformers for Single Image Dehazing,
IP(32), 2023, pp. 1927-1941.
IEEE DOI 2303
Transformers, Task analysis, Computational modeling, Computational efficiency, Remote sensing, Synthetic data, vision transformer BibRef

Ali, U.[Usman], Choi, J.[Jeongdan], Min, K.[KyoungWook], Choi, Y.K.[Young-Kyu], Mahmood, M.T.[Muhammad Tariq],
Boundary-constrained robust regularization for single image dehazing,
PR(140), 2023, pp. 109522.
Elsevier DOI 2305
Image dehazing, Transmission map, Nonconvex energy function, Regularization, Boundary constraints BibRef

Ling, P.Y.[Peng-Yang], Chen, H.A.[Huai-An], Tan, X.[Xiao], Jin, Y.[Yi], Chen, E.[Enhong],
Single Image Dehazing Using Saturation Line Prior,
IP(32), 2023, pp. 3238-3253.
IEEE DOI 2306
Image color analysis, Estimation, Atmospheric modeling, Scattering, Brightness, Meteorology, Training, Image dehazing, transmission estimation BibRef

Juneja, A.[Akshay], Kumar, V.[Vijay], Singla, S.I.K.[Sun-Il Kumar],
Aethra-net: Single image and video dehazing using autoencoder,
JVCIR(94), 2023, pp. 103855.
Elsevier DOI 2306
Aethra-net, Image reconstruction, Transmission map, Vessel enhancement, Video dehazing BibRef

Su, Y.Z.[Yan Zhao], He, C.[Chuan], Cui, Z.G.[Zhi Gao], Li, A.H.[Ai Hua], Wang, N.[Nian],
Physical model and image translation fused network for single-image dehazing,
PR(142), 2023, pp. 109700.
Elsevier DOI 2307
Single-image dehazing, Image translation, Physical model, Feature fusion BibRef

Chen, X.Y.[Xiang-Yang], Li, H.Y.[Hai-Yue], Li, C.[Chuan], Jiang, W.W.[Wei-Wei], Zhou, H.[Hao],
Single Image Dehazing Based on Sky Area Segmentation and Image Fusion,
IEICE(E106-D), No. 7, July 2023, pp. 1249-1253.
WWW Link. 2307
BibRef

Liu, J.L.[Jian-Lei], Liu, P.[Peng], Zhang, Y.K.[Yuan-Ke],
Multi-scale feature fusion pyramid attention network for single image dehazing,
IET-IPR(17), No. 9, 2023, pp. 2726-2735.
DOI Link 2307
attention mechanism, feature fusion, image dehazing, pyramid autoencoder BibRef

Dwivedi, P.[Pulkit], Chakraborty, S.[Soumendu],
Single image dehazing using extended local dark channel prior,
IVC(136), 2023, pp. 104747.
Elsevier DOI 2308
Single image dehazing, Image enhancement, Uniform transmission estimate, Dark channel prior, Channel-wise dark channel estimation BibRef

Gui, J.[Jie], Cong, X.F.[Xiao-Feng], Cao, Y.[Yuan], Ren, W.Q.[Wen-Qi], Zhang, J.[Jun], Zhang, J.[Jing], Cao, J.X.[Jiu-Xin], Tao, D.C.[Da-Cheng],
A Comprehensive Survey and Taxonomy on Single Image Dehazing Based on Deep Learning,
Surveys(55), No. 13s, July 2023, pp. xx-yy.
DOI Link 2309
Survey, Dehazing. supervised, unsupervised, semi-supervised, Image dehazing, atmospheric scattering model BibRef

Lin, C.[Cunyi], Rong, X.W.[Xian-Wei], Yu, X.Y.[Xiao-Yan],
MSAFF-Net: Multiscale Attention Feature Fusion Networks for Single Image Dehazing and Beyond,
MultMed(25), 2023, pp. 3089-3100.
IEEE DOI 2309
BibRef

Frants, V.[Vladimir], Agaian, S.[Sos], Panetta, K.[Karen],
QCNN-H: Single-Image Dehazing Using Quaternion Neural Networks,
Cyber(53), No. 9, September 2023, pp. 5448-5458.
IEEE DOI 2309
BibRef

Gao, T.[Tao], Liu, Y.[Yao], Cheng, P.[Peng], Chen, T.[Ting], Liu, L.[Lidong],
Multi-Scale Density-Aware Network for Single Image Dehazing,
SPLetters(30), 2023, pp. 1117-1121.
IEEE DOI 2310
BibRef

Li, J.F.[Jia-Feng], Li, Y.P.[Yao-Peng], Zhuo, L.[Li], Kuang, L.Y.[Ling-Yan], Yu, T.J.[Tian-Jian],
USID-Net: Unsupervised Single Image Dehazing Network via Disentangled Representations,
MultMed(25), 2023, pp. 3587-3601.
IEEE DOI Code:
WWW Link. 2310
BibRef

Jia, T.Y.[Tong-Yao], Li, J.F.[Jia-Feng], Zhuo, L.[Li], Yu, T.J.[Tian-Jian],
Semi-Supervised Single-Image Dehazing Network via Disentangled Meta-Knowledge,
MultMed(26), 2024, pp. 2634-2647.
IEEE DOI 2402
Atmospheric modeling, Training, Metalearning, Image reconstruction, Task analysis, Prediction algorithms, Synthetic data, single-image dehazing BibRef

Dong, Y.[Yu], Li, Y.[Yunan], Dong, Q.[Qian], Zhang, H.[He], Chen, S.F.[Shi-Feng],
Semi-Supervised Domain Alignment Learning for Single Image Dehazing,
Cyber(53), No. 11, November 2023, pp. 7238-7250.
IEEE DOI 2310
BibRef

Li, S.S.[Shuo-Shi], Zhou, Y.[Yuan], Ren, W.Q.[Wen-Qi], Xiang, W.[Wei],
PFONet: A Progressive Feedback Optimization Network for Lightweight Single Image Dehazing,
IP(32), 2023, pp. 6558-6569.
IEEE DOI 2312
BibRef

Jaisurya, R.S., Mukherjee, S.[Snehasis],
AGLC-GAN: Attention-based global-local cycle-consistent generative adversarial networks for unpaired single image dehazing,
IVC(140), 2023, pp. 104859.
Elsevier DOI Code:
WWW Link. 2312
Image Dehazing, CycleGAN, Attention, Unpaired BibRef

Ding, B.S.[Bo-Sheng], Zhang, R.H.[Rui-Heng], Xu, L.X.[Li-Xin], Liu, G.[Guanyu], Yang, S.[Shuo], Liu, Y.[Yumeng], Zhang, Q.[Qi],
U2D2Net: Unsupervised Unified Image Dehazing and Denoising Network for Single Hazy Image Enhancement,
MultMed(26), 2024, pp. 202-217.
IEEE DOI 2401
BibRef

Chen, Z.X.[Zi-Xuan], He, Z.W.[Ze-Wei], Lu, Z.M.[Zhe-Ming],
DEA-Net: Single Image Dehazing Based on Detail-Enhanced Convolution and Content-Guided Attention,
IP(33), 2024, pp. 1002-1015.
IEEE DOI Code:
WWW Link. 2402
Convolution, Atmospheric modeling, Task analysis, Fuses, Feature extraction, Computational efficiency, Training, fusion scheme BibRef

Yadav, S.K.[Sumit Kr.], Sarawadekar, K.[Kishor],
Robust multi-scale weighting-based edge-smoothing filter for single image dehazing,
PR(149), 2024, pp. 110137.
Elsevier DOI 2403
Dark channel prior, Edge-preservation, Guided image filter, Transmission map, Halo artifacts, Gradient domain BibRef

Qiao, Y.X.[Ying-Xu], Huo, Z.Q.[Zhan-Qiang], Meng, S.[Sensen],
Dual-route synthetic-to-real adaption for single image dehazing,
IET-IPR(18), No. 4, 2024, pp. 926-938.
DOI Link 2403
image processing, image restoration BibRef

Gu, B.[Bo], Yao, H.H.[Hao-Han], Sun, Y.J.[Yan-Jun], Duan, Z.H.[Zhong-Hang],
Single image dehazing via decomposition and enhancement,
IET-IPR(18), No. 4, 2024, pp. 1014-1027.
DOI Link 2403
Bayes methods, image enhancement, image processing, image representation, image restoration, variational techniques BibRef


Shyam, P.[Pranjay], Yoo, H.[Hyunjin],
Data Efficient Single Image Dehazing via Adversarial Auto-Augmentation and extended Atmospheric Scattering Model,
VIPriors23(227-237)
IEEE DOI 2401
BibRef

Zheng, Y.[Yu], Zhan, J.[Jiahui], He, S.F.[Sheng-Feng], Dong, J.Y.[Jun-Yu], Du, Y.[Yong],
Curricular Contrastive Regularization for Physics-Aware Single Image Dehazing,
CVPR23(5785-5794)
IEEE DOI 2309
BibRef

Erlenbusch, F.[Fabian], Merkt, C.[Constanze], de Oliveira, B.[Bernardo], Gatter, A.[Alexander], Schwenker, F.[Friedhelm], Klauck, U.[Ulrich], Teutsch, M.[Michael],
Thermal Infrared Single Image Dehazing and Blind Image Quality Assessment,
PBVS23(459-469)
IEEE DOI 2309

See also Evaluation of Objective Image Quality Assessment for Thermal Infrared Video Tone Mapping, An. BibRef

Vinay, P., Abhisheka, K.S., Shetty, L.[Lithesh], Kushal, T.M., Shylaja, S.S.,
Non Homogeneous Realistic Single Image Dehazing,
VAQuality23(548-555)
IEEE DOI 2302
Image color analysis, Conferences, Moisture, Object detection, Real-time systems BibRef

Li, Z.G.[Zheng-Guo], Zheng, C.B.[Chao-Bing], Shu, H.Y.[Hai-Yan], Wu, S.Q.[Shi-Qian],
Single Image Dehazing via Model-Based Deep-Learning,
ICIP22(141-145)
IEEE DOI 2211
Deep learning, Atmospheric modeling, Image edge detection, Image restoration BibRef

Liu, H.[Huan], Wu, Z.J.[Zi-Jun], Li, L.Y.[Liang-Yan], Salehkalaibar, S.[Sadaf], Chen, J.[Jun], Wang, K.[Keyan],
Towards Multi-domain Single Image Dehazing via Test-time Training,
CVPR22(5821-5830)
IEEE DOI 2210
Training, Deep learning, Adaptation models, Neural networks, Employment, Pattern recognition, Low-level vision BibRef

Zheng, S.[Shuang], Wang, L.[Liang],
Fast Single Image Dehazing Using Morphological Reconstruction and Saturation Compensation,
MMMod22(I:493-504).
Springer DOI 2203
BibRef

Huang, Y.F.[Yu-Feng], Chen, X.[Xiang],
Single Remote Sensing Image Dehazing Using a Dual-Step Cascaded Residual Dense Network,
ICIP21(3852-3856)
IEEE DOI 2201
Image color analysis, Fuses, Feature extraction, Image restoration, Sensors, cascade network BibRef

Wu, H.Y.[Hai-Yan], Qu, Y.Y.[Yan-Yun], Lin, S.H.[Shao-Hui], Zhou, J.[Jian], Qiao, R.Z.[Rui-Zhi], Zhang, Z.Z.[Zhi-Zhong], Xie, Y.[Yuan], Ma, L.Z.[Li-Zhuang],
Contrastive Learning for Compact Single Image Dehazing,
CVPR21(10546-10555)
IEEE DOI 2111
Training, Deep learning, Adaptive systems, Codes, Memory management, Performance gain BibRef

Zhao, X.[Xuan],
Single Image Dehazing Using Bounded Channel Difference Prior,
NTIRE21(727-735)
IEEE DOI 2109
Interpolation, Image color analysis, Filtering, Image edge detection, Estimation BibRef

Mehta, A.[Aditya], Sinha, H.[Harsh], Mandal, M.[Murari], Narang, P.[Pratik],
Domain-Aware Unsupervised Hyperspectral Reconstruction for Aerial Image Dehazing,
WACV21(413-422)
IEEE DOI 2106
Degradation, Visualization, Image color analysis, Catalysts, Generative adversarial networks, Task analysis BibRef

Wei, P.[Pan], Wang, X.[Xin], Wang, L.[Lei], Xiang, J.[Ji],
SIDGAN: Single Image Dehazing without Paired Supervision,
ICPR21(2958-2965)
IEEE DOI 2105
Training, Visualization, Manuals, Generative adversarial networks, Pattern recognition, SIDGAN, color-consistency loss, unsupervised dehazing BibRef

Anvari, Z.[Zahra], Athitsos, V.[Vassilis],
Evaluating Single Image Dehazing Methods Under Realistic Sunlight Haze,
ISVC20(I:436-447).
Springer DOI 2103
BibRef

Cao, X., Dong, J., Zhou, S., Zhao, S., Zhang, D.,
Single image dehazing algorithm using generative adversarial network based on feature pyramid network,
CVIDL20(48-53)
IEEE DOI 2102
convolutional neural nets, feature extraction, image colour analysis, image enhancement, image restoration, MobileNet-V2 BibRef

Wang, C., Zou, Y., Chen, Z.,
ABC-NET: Avoiding Blocking Effect Color Shift Network for Single Image Dehazing Via Restraining Transmission Bias,
ICIP20(1053-1057)
IEEE DOI 2011
Image color analysis, Atmospheric modeling, Scattering, Mathematical model, Correlation, Training, Propagation losses, blocking effect avoiding BibRef

Yan, L., Zheng, W., Gou, C., Wang, F.Y.,
Feature Aggregation Attention Network for Single Image Dehazing,
ICIP20(923-927)
IEEE DOI 2011
Convolution, Atmospheric modeling, Kernel, Image color analysis, Task analysis, Training, Dehazing, image restoration, deep CNN BibRef

Deng, Q.L.[Qi-Li], Huang, Z.[Ziling], Tsai, C.C.[Chung-Chi], Lin, C.W.[Chia-Wen],
Hardgan: A Haze-aware Representation Distillation Gan for Single Image Dehazing,
ECCV20(VI:722-738).
Springer DOI 2011
BibRef

Shen, J., Li, Z., Yu, L., Xia, G., Yang, W.,
Implicit Euler ODE Networks for Single-Image Dehazing,
VAS20(877-886)
IEEE DOI 2008
Atmospheric modeling, Task analysis, Convolution, Neural networks, Image color analysis, Visualization, Scattering BibRef

Huang, B., Li, Z., Yang, C., Sun, F., Song, Y.,
Single Satellite Optical Imagery Dehazing using SAR Image Prior Based on conditional Generative Adversarial Networks,
WACV20(1795-1802)
IEEE DOI 2006
Synthetic aperture radar, Satellites, Remote sensing, Task analysis, Optical imaging, Optical sensors BibRef

Deng, Z., Zhu, L., Hu, X., Fu, C., Xu, X., Zhang, Q., Qin, J., Heng, P.,
Deep Multi-Model Fusion for Single-Image Dehazing,
ICCV19(2453-2462)
IEEE DOI 2004
convolutional neural nets, feature extraction, image colour analysis, image enhancement, image fusion, Solid modeling BibRef

Liu, C.G.[Chen-Guang], Tao, L.[Li], Kim, Y.T.[Yeong-Taeg],
VLW-NET: A Very Light-weight Convolutional Neural Network (CNN) for Single Image Dehazing,
ACIVS20(433-442).
Springer DOI 2003
BibRef

Chen, W.T.[Wei-Ting], Ding, J.J.[Jian-Jiun], Kuo, S.Y.[Sy-Yen],
PMS-Net: Robust Haze Removal Based on Patch Map for Single Images,
CVPR19(11673-11681).
IEEE DOI 2002
BibRef

Madadikhaljan, M., Bahmanyar, R., Azimi, S.M., Reinartz, P., Sörgel, U.,
Single-Image Dehazing on Aerial Imagery Using Convolutional Neural Networks,
SMPR19(687-692).
DOI Link 1912
BibRef

Chen, R., Lai, E.M.,
Convolutional Autoencoder For Single Image Dehazing,
ICIP19(4464-4468)
IEEE DOI 1910
Single image dehazing, autoencoder, convolutional neural network BibRef

Chen, X., Lu, H., Cheng, K., Ma, Y., Zhou, Q., Zhao, Y.,
Sequentially Refined Spatial and Channel-Wise Feature Aggregation in Encoder-Decoder Network for Single Image Dehazing,
ICIP19(2776-2780)
IEEE DOI 1910
single image dehazing, non-local operation, squeeze-and-excitation module BibRef

Huang, L.Y.[Lu-Yao], Yin, J.L.[Jia-Li], Chen, B.H.[Bo-Hao], Ye, S.Z.[Shao-Zhen],
Towards Unsupervised Single Image Dehazing With Deep Learning,
ICIP19(2741-2745)
IEEE DOI 1910
Image dehazing, unsupervised learning, transmission estimation BibRef

Yang, H., Fu, Y.,
Wavelet U-Net and the Chromatic Adaptation Transform for Single Image Dehazing,
ICIP19(2736-2740)
IEEE DOI 1910
Wavelet transform, U-net, single image dehazing, chromatic adaptation transform BibRef

He, L., Bai, J., Yang, M.,
Feature Aggregation Convolution Network for Haze Removal,
ICIP19(2806-2810)
IEEE DOI 1910
Single Image Dehazing, Feature Aggregation, Generative Adversarial Networks BibRef

Dudhane, A., Murala, S.,
CDNet: Single Image De-Hazing Using Unpaired Adversarial Training,
WACV19(1147-1155)
IEEE DOI 1904
aerosols, convolutional neural nets, image colour analysis, image enhancement, image restoration, Task analysis
See also Single Image Depth Estimation Using Deep Adversarial Training. BibRef

Ren, W., Ma, L., Zhang, J., Pan, J., Cao, X., Liu, W., Yang, M.,
Gated Fusion Network for Single Image Dehazing,
CVPR18(3253-3261)
IEEE DOI 1812
Image color analysis, Logic gates, Image restoration, Atmospheric modeling, Decoding, Estimation, Attenuation BibRef

Li, R.D.[Run-De], Pan, J.S.[Jin-Shan], Li, Z.C.[Ze-Chao], Tang, J.H.[Jin-Hui],
Single Image Dehazing via Conditional Generative Adversarial Network,
CVPR18(8202-8211)
IEEE DOI 1812
Generators, Generative adversarial networks, Image color analysis, Decoding, Image restoration, Visualization BibRef

Du, Y., Li, X.,
Recursive Deep Residual Learning for Single Image Dehazing,
Restoration18(843-8437)
IEEE DOI 1812
Image denoising, Noise reduction, Attenuation, Estimation, Image color analysis, Atmosphere BibRef

Engin, D., Genc, A., Ekenel, H.K.,
Cycle-Dehaze: Enhanced CycleGAN for Single Image Dehazing,
Restoration18(938-9388)
IEEE DOI 1812
Atmospheric modeling, Scattering, Laplace equations, Image color analysis, Generators, Image resolution, Meteorology BibRef

Suárez, P.L., Sappa, A.D., Vintimilla, B.X., Hammoud, R.I.,
Deep Learning Based Single Image Dehazing,
PBVS18(1250-12507)
IEEE DOI 1812
Atmospheric modeling, Generators, Generative adversarial networks, Convergence, Image color analysis BibRef

Xiao, J.S.[Jin-Sheng], Luo, L.[Li], Liu, E.[Enyu], Lei, J.F.[Jun-Feng], Klette, R.[Reinhard],
Single-image Dehazing Algorithm Based on Convolutional Neural Networks,
ICPR18(1259-1264)
IEEE DOI 1812
Atmospheric modeling, Deconvolution, Convolution, Scattering, Feature extraction, Convolutional neural networks, Training BibRef

Li, B., Lai, Y., Wu, C., Liu, Y.,
Fast Single Image Dehazing via Positive Correlation,
ICPR18(2020-2025)
IEEE DOI 1812
Atmospheric modeling, Scattering, Image restoration, Correlation, Time complexity, Image color analysis, dehazing, depth estimating BibRef

Shen, L., Yue, Z., Chen, Q., Feng, F., Ma, J.,
Deep joint rain and haze removal from a single image,
ICPR18(2821-2826)
IEEE DOI 1812
Rain, Wavelet transforms, Mathematical model, Feature extraction, Convolutional neural networks, Tensile stress BibRef

Swami, K., Das, S.K.,
CANDY: Conditional Adversarial Networks based End-to-End System for Single Image Haze Removal,
ICPR18(3061-3067)
IEEE DOI 1812
Generators, Convolution, Deconvolution, Estimation, Training, Optimization, Generative adversarial networks BibRef

Ki, S., Sim, H., Choi, J., Seo, S., Kim, S., Kim, M.,
Fully End-to-End Learning Based Conditional Boundary Equilibrium GAN with Receptive Field Sizes Enlarged for Single Ultra-High Resolution Image Dehazing,
Restoration18(930-9307)
IEEE DOI 1812
BibRef
And: A2, A1, A3, A4, A5, A6:
High-Resolution Image Dehazing with Respect to Training Losses and Receptive Field Sizes,
Restoration18(1025-10257)
IEEE DOI 1812
Decoding, Generators, Generative adversarial networks, Image resolution, Convolution, Interpolation. Training, Task analysis, Image enhancement. BibRef

Yang, D.[Dong], Sun, J.[Jian],
Proximal Dehaze-Net: A Prior Learning-Based Deep Network for Single Image Dehazing,
ECCV18(VII: 729-746).
Springer DOI 1810
BibRef

Huang, Y., Wang?, Y., Su?, Z.,
Single Image Dehazing Via a Joint Deep Modeling,
ICIP18(2840-2844)
IEEE DOI 1809
Estimation, Atmospheric modeling, Optimization, Plugs, Imaging, Convolution, Jointly dehazing, residual learning, deep CNN BibRef

Dudhane, A., Murala, S.,
C^2MSNet: A Novel Approach for Single Image Haze Removal,
WACV18(1397-1404)
IEEE DOI 1806
feedforward neural nets, image colour analysis, image denoising, image enhancement, image fusion, image restoration, Matlab BibRef

Zhao, X.[Xi], Wang, K.Y.[Ke-Yan], Li, Y.S.[Yun-Song], Li, J.J.[Jiao-Jiao],
Deep fully convolutional regression networks for single image haze removal,
VCIP17(1-4)
IEEE DOI 1804
convolution, feedforward neural nets, image denoising, image restoration, regression analysis, CNN, transmission regressed model BibRef

Zhang, Y., Ding, L., Sharma, G.,
HazeRD: An outdoor scene dataset and benchmark for single image dehazing,
ICIP17(3205-3209)
IEEE DOI 1803
Atmospheric modeling, Benchmark testing, Cameras, Image color analysis, Meteorology, Scattering, Visualization, depth BibRef

Zhang, S.D.[Sheng-Dong], Yao, J.[Jian], Garcia, E.B.[Edel B.],
Single Image Dehazing via Image Generating,
PSIVT17(123-136).
Springer DOI 1802
BibRef

Jackson, J., Ariyo, O., Acheampong, K., Boakye, M., Frimpong, E., Ashalley, E., Rao, Y.,
Hybrid single image dehazing with bright channel and dark channel priors,
ICIVC17(381-385)
IEEE DOI 1708
Approximation algorithms, Channel estimation, Estimation, Filtering algorithms, Image color analysis, Optical filters, Programmable logic arrays, bright channel prior, dark channel prior, fast guided filter, image, dehazing BibRef

Lee, C.W.[Chul-Woo], Shao, L.,
Learning-based single image dehazing via genetic programming,
ICPR16(745-750)
IEEE DOI 1705
Atmospheric modeling, Estimation, Feature extraction, Image color analysis, Scattering, Sociology, Statistics BibRef

Zhang, S.D.[Sheng-Dong], Yao, J.[Jian],
Single Image Dehazing Using Fixed Points and Nearest-Neighbor Regularization,
NTIRE16(I: 18-33).
Springer DOI 1704
BibRef

Shen, Y., Wu, X.,
Single image haze removal using Gaussian mixture model and sparse optimization,
VCIP16(1-4)
IEEE DOI 1701
Color BibRef

Jo, S.Y.[Sung Yong], Ha, J.[Jeongmok], Jeong, H.[Hong],
Single Image Haze Removal Using Single Pixel Approach Based on Dark Channel Prior with Fast Filtering,
ICCVG16(151-162).
Springer DOI 1611
BibRef

Ling, Z.G.[Zhi-Gang], Li, X.X.[Xiu-Xin], Zou, W.[Wen], Liu, M.[Min],
Joint Haze-relevant Features Selection and Transmission Estimation via Deep Belief Network for Efficient Single Image Dehazing,
ICPR18(133-139)
IEEE DOI 1812
Feature extraction, Computational modeling, Correlation, Estimation, Microwave integrated circuits, Image color analysis, Redundancy BibRef

Ling, Z.G.[Zhi-Gang], Fan, G.L.[Guo-Liang], Wang, Y.N.[Yao-Nan], Lu, X.[Xiao],
Learning deep transmission network for single image dehazing,
ICIP16(2296-2300)
IEEE DOI 1610
Atmospheric modeling BibRef

Ma, K.[Kede], Liu, W.T.[Wen-Tao], Wang, Z.[Zhou],
Perceptual evaluation of single image dehazing algorithms,
ICIP15(3600-3604)
IEEE DOI 1512
Image dehazing BibRef

Zhai, Y., Ji, D.,
Single Image Dehazing for Visibility Improvement,
UAV-g15(355-360).
DOI Link 1512
BibRef

Zhu, X.[Ximei], Li, Y.[Ying], Qiao, Y.[Yu],
Fast single image dehazing through Edge-Guided Interpolated Filter,
MVA15(443-446)
IEEE DOI 1507
Atmosphere BibRef

Park, D.[Dubok], Park, H.J.[Hyung-Jo], Han, D.K.[David K.], Ko, H.S.[Han-Seok],
Single image dehazing with image entropy and information fidelity,
ICIP14(4037-4041)
IEEE DOI 1502
Atmospheric modeling BibRef

Park, H.[Hyungjo], Park, D.[Dubok], Han, D.K.[David K.], Ko, H.S.[Han-Seok],
Single image haze removal using novel estimation of atmospheric light and transmission,
ICIP14(4502-4506)
IEEE DOI 1502
Atmospheric modeling BibRef

Li, J.F.[Jia-Feng], Zhang, H.[Hong], Yuan, D.[Ding], Wang, H.L.[He-Long],
Haze Removal from Single Images Based on a Luminance Reference Model,
ACPR13(446-450)
IEEE DOI 1408
computer vision BibRef

Wang, K.[Ke], Dunn, E.[Enrique], Tighe, J.[Joseph], Frahm, J.M.[Jan-Michael],
Combining semantic scene priors and haze removal for single image depth estimation,
WACV14(800-807)
IEEE DOI 1406
Buildings BibRef

Meng, G.F.[Gao-Feng], Wang, Y.[Ying], Duan, J.Y.[Jiang-Yong], Xiang, S.M.[Shi-Ming], Pan, C.H.[Chun-Hong],
Efficient Image Dehazing with Boundary Constraint and Contextual Regularization,
ICCV13(617-624)
IEEE DOI 1403
image processing, single image dehazing, visibility enhancement
See also Image deblurring with matrix regression and gradient evolution.
See also Image Guided Tone Mapping with Locally Nonlinear Model. BibRef

Zhang, H.[Hong], Liu, X.[Xuan], Huang, Z.T.[Zhi-Tong], Ji, Y.F.[Yue-Feng],
Single image dehazing based on fast wavelet transform with weighted image fusion,
ICIP14(4542-4546)
IEEE DOI 1502
Computer vision BibRef

Qin, B.Y.[Bo-Yang], Huang, Z.T.[Zhi-Tong], Zeng, F.X.[Fan-Xiang], Ji, Y.F.[Yue-Feng],
Fast single image dehazing with domain transformation-based edge-preserving filter and weighted quadtree subdivision,
ICIP15(4233-4237)
IEEE DOI 1512
Dehazing BibRef

Liu, X.[Xuan], Zeng, F.X.[Fan-Xiang], Huang, Z.T.[Zhi-Tong], Ji, Y.F.[Yue-Feng],
Single color image dehazing based on digital total variation filter with color transfer,
ICIP13(909-913)
IEEE DOI 1402
Atmospheric modeling BibRef

Kil, T.H.[Tae Ho], Lee, S.H.[Sang Hwa], Cho, N.I.[Nam Ik],
Single image dehazing based on reliability map of dark channel prior,
ICIP13(882-885)
IEEE DOI 1402
Channel estimation BibRef

Long, J.[Jiao], Shi, Z.W.[Zhen-Wei], Tang, W.[Wei],
Fast haze removal for a single remote sensing image using dark channel prior,
CVRS12(132-135).
IEEE DOI 1302
BibRef

Pedone, M.[Matteo], Heikkila, J.[Janne],
Robust airlight estimation for haze removal from a single image,
ECVW11(90-96).
IEEE DOI 1106
BibRef

Fang, S.[Shuai], Zhan, J.Q.[Ji-Qing], Cao, Y.[Yang], Rao, R.Z.[Rui-Zhong],
Improved single image dehazing using segmentation,
ICIP10(3589-3592).
IEEE DOI 1009
BibRef

Dong, X.M.[Xue-Mei], Hu, X.Y.[Xi-Yuan], Peng, S.L.[Si-Long], Wang, D.C.[Duo-Chao],
Single color image dehazing using sparse priors,
ICIP10(3593-3596).
IEEE DOI 1009
BibRef

Ancuti, C.O.[Codruta Orniana], Ancuti, C.[Cosmin], Bekaert, P.[Philippe],
Effective single image dehazing by fusion,
ICIP10(3541-3544).
IEEE DOI 1009
BibRef

Carr, P.[Peter], Hartley, R.I.[Richard I.],
Improved Single Image Dehazing Using Geometry,
DICTA09(103-110).
IEEE DOI 0912
BibRef

Chapter on Computational Vision, Regularization, Connectionist, Morphology, Scale-Space, Perceptual Grouping, Wavelets, Color, Sensors, Optical, Laser, Radar continues in
Fog Removal, Defogging .


Last update:Mar 16, 2024 at 20:36:19