4.11.2.7.1 Single Image Dehazing

Chapter Contents (Back)
Haze. Dehazing. Single Image.

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

Huang, S.C.[Shih-Chia], Chen, B.H.[Bo-Hao], Wang, W.J.[Wei-Jheng],
Visibility Restoration of Single Hazy Images Captured in Real-World Weather Conditions,
CirSysVideo(24), No. 10, October 2014, pp. 1814-1824.
IEEE DOI 1411
atmospheric optics BibRef

Zhang, J.[Jun], Hu, S.[Shiqiang],
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

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.[Yakun], Chen, H.[Haiyan], 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.[Chuanjiang], 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.[Libao], Wang, S.[Shiyi], Wang, X.[Xiaohan],
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., Wang, X., She, C.,
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, Electronic mail, 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, Microsoft Windows, 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
computer vision, 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
computer vision, 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
computer vision, 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., Zhang, J., Ren, W., Zuo, W., Cao, X.,
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 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.[Wenqi], 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.[Minmin], Liu, J.[Jianchang], Li, Z.[Zhengguo], 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, Gallium nitride, 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.[Jingjuan], 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
BibRef

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

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


Wei, H., Wu, Q., Li, H., Ngan, K.N., Li, H., Meng, F.,
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

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

Li, B., Gou, Y., Liu, J.Z., Zhu, H., Zhou, J.T., Peng, X.,
Zero-Shot Image Dehazing,
IP(29), 2020, pp. 8457-8466.
IEEE DOI 2008
Single image dehazing, unsupervised, zero-shot 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., Yin, J., Chen, B., Ye, S.,
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., Pan, J., Li, Z., Tang, J.,
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., Luo, L., liu, E., Lei, J., Klette, R.,
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, Computer vision, 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, computer vision, 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:Nov 23, 2020 at 10:27:11