4.11.2.8.2 Nighttime, Low Lignt Image Dehazing

Chapter Contents (Back)
Haze. Dehazing. Low Light Images. Night Images.

Kim, J.H.[Jin-Hwan], Jang, W.D.[Won-Dong], Sim, J.Y.[Jae-Young], Kim, C.S.[Chang-Su],
Optimized contrast enhancement for real-time image and video dehazing,
JVCIR(24), No. 3, April 2013, pp. 410-425.
Elsevier DOI 1303
Image dehazing; Video dehazing; Image restoration; Contrast enhancement; Temporal coherence; Image enhancement; Optimized dehazing; Atmospheric light estimation BibRef

Lim, J.[Jaemoon], Heo, M.[Minhyeok], Lee, C.[Chul], Kim, C.S.[Chang-Su],
Contrast Enhancement of Noisy Low-Light Images Based on Structure-Texture-Noise Decomposition,
JVCIR(45), No. 1, 2017, pp. 107-121.
Elsevier DOI 1704
Image enhancement
See also Multiple transformation function estimation for image enhancement. BibRef

Lim, J.[Jaemoon], Kim, J.H.[Jin-Hwan], Sim, J.Y.[Jae-Young], Kim, C.S.[Chang-Su],
Robust contrast enhancement of noisy low-light images: Denoising-enhancement-completion,
ICIP15(4131-4135)
IEEE DOI 1512
Low-light image enhancement BibRef

Li, Y.[Yu], You, S.D.[Shao-Di], Brown, M.S.[Michael S.], Tan, R.T.[Robby T.],
Haze visibility enhancement: A Survey and quantitative benchmarking,
CVIU(165), No. 1, 2017, pp. 1-16.
Elsevier DOI 1712
BibRef
Earlier: A1, A4, A3, Only:
Nighttime Haze Removal with Glow and Multiple Light Colors,
ICCV15(226-234)
IEEE DOI 1602
Scattering media. Atmospheric modeling 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

Ancuti, C., Ancuti, C.O., de Vleeschouwer, C., Bovik, A.C.,
Day and Night-Time Dehazing by Local Airlight Estimation,
IP(29), 2020, pp. 6264-6275.
IEEE DOI 2005
Local airlight, haze, dehazing, night-time, fusion BibRef

Tang, Q.F.[Qun-Fang], Yang, J.[Jie], He, X.J.[Xiang-Jian], Jia, W.J.[Wen-Jing], Zhang, Q.N.[Qing-Nian], Liu, H.B.[Hai-Bo],
Nighttime image dehazing based on Retinex and dark channel prior using Taylor series expansion,
CVIU(202), 2021, pp. 103086.
Elsevier DOI 2012
Nighttime image dehazing, Retinex theory, Taylor series expansion, Image fusion, Color transfer BibRef

Kim, G.[Guisik], Kwon, J.[Junseok],
Deep Illumination-Aware Dehazing With Low-Light and Detail Enhancement,
ITS(23), No. 3, March 2022, pp. 2494-2508.
IEEE DOI 2203
Lighting, Atmospheric modeling, Estimation, Task analysis, Image color analysis, Atmospheric measurements, Brightness, low-light enhancement BibRef

Lv, J.W.[Jian-Wei], Qian, F.[Feng], Zhang, B.[Bao],
Low-light image haze removal with light segmentation and nonlinear image depth estimation,
IET-IPR(16), No. 10, 2022, pp. 2623-2637.
DOI Link 2207
BibRef

Lin, S.[Sen], Sun, P.H.[Peng-Hui], Gao, H.W.[Hong-Wei], Ju, Z.J.[Zhao-Jie],
Haze optical-model-based nighttime image dehazing by modifying attenuation and atmospheric light,
JOSA-A(39), No. 10, October 2022, pp. 1893-1902.
DOI Link 2503
Machine vision, Mueller matrices, Optical imaging, Polarimetric imaging, Rayleigh scattering, Wavelet transforms 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

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

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

Li, F.[Fei], Wang, C.[Caiju], Li, X.M.[Xiao-Mao],
Enhancing low-light images via dehazing principles: Essence and method,
PRL(185), 2024, pp. 167-174.
Elsevier DOI 2410
Low-light image enhancement, Dehazing, Haze formation model, Image inversion BibRef

Deng, J.W.[Jing-Wen], Chan, P.P.K.[Patrick P.K.], Yeung, D.S.[Daniel S.],
Real-world nighttime image dehazing using contrastive and adversarial learning,
PR(165), 2025, pp. 111596.
Elsevier DOI 2505
Nighttime dehaze, Contrastive learning, Adversarial learning BibRef

Liu, Y.[Yun], Wang, X.R.[Xin-Ran], Hu, E.[Enping], Wang, A.Z.[An-Zhi], Shiri, B.[Babak], Lin, W.S.[Wei-Si],
VNDHR: Variational Single Nighttime Image Dehazing for Enhancing Visibility in Intelligent Transportation Systems via Hybrid Regularization,
ITS(26), No. 7, July 2025, pp. 10189-10203.
IEEE DOI 2507
Atmospheric modeling, Lighting, Degradation, Reflectivity, Image color analysis, Scattering, Image restoration, Visualization, stretching BibRef


Zheng, R.H.[Ruo-Hui], Tan, L.[Lin], Zhang, L.[Libao],
Nighttime Haze Removal with Spatially Variant Ambient Light and Saliency-Weighted Fused Transmission,
ICIP23(3528-3532)
IEEE DOI 2312
BibRef

Tan, L.[Lin], Wang, S.[Shan], Zhang, L.[Libao],
Nighttime Haze Removal Using Saliency-Oriented Ambient Light and Transmission Estimation,
ICIP21(1764-1768)
IEEE DOI 2201
Image color analysis, Lighting, Imaging, Estimation, Channel estimation, Filtering algorithms, Nighttime haze removal, fused ambient light BibRef

Zhang, J., Cao, Y., Fang, S., Kang, Y., Chen, C.W.,
Fast Haze Removal for Nighttime Image Using Maximum Reflectance Prior,
CVPR17(7016-7024)
IEEE DOI 1711
Atmospheric modeling, Attenuation, Image color analysis, Imaging, Integrated circuit modeling, Light sources, Lighting BibRef

Zhang, J.[Jing], Cao, Y.[Yang], Wang, Z.F.[Zeng-Fu],
Nighttime haze removal based on a new imaging model,
ICIP14(4557-4561)
IEEE DOI 1502
Atmospheric modeling BibRef

Pei, S.C.[Soo-Chang], Lee, T.Y.[Tzu-Yen],
Nighttime haze removal using color transfer pre-processing and Dark Channel Prior,
ICIP12(957-960).
IEEE DOI 1302
BibRef

Chapter on Computational Vision, Regularization, Connectionist, Morphology, Scale-Space, Perceptual Grouping, Wavelets, Color, Sensors, Optical, Laser, Radar continues in
Remote Sensing, Aerial, Satellite, Image Dehazing .


Last update:Jan 8, 2026 at 12:52:16