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@inproceedings{bb46702,
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        AUTHOR = "Qiu, Y.S. and Chen, J. and Wang, X. and Jang, K.",
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@inproceedings{bb46704,
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@inproceedings{bb46705,
        AUTHOR = "Vogt, C. and Lyu, G. and Subr, K.",
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@inproceedings{bb46707,
        AUTHOR = "Xi, L. and Chen, W. and Zhao, C. and Wu, X. and Wang, J.",
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        BOOKTITLE = FG20,
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@inproceedings{bb46708,
        AUTHOR = "Chi, Y.H. and Gnanasambandam, A. and Koltun, V. and Chan, S.H.",
        TITLE = "Dynamic Low-light Imaging with Quanta Image Sensors",
        BOOKTITLE = ECCV20,
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@inproceedings{bb46709,
        AUTHOR = "Kanellakis, C. and Karvelis, P. and Nikolakopoulos, G.",
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        BOOKTITLE = CVS19,
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@inproceedings{bb46710,
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        TITLE = "Enhancement of Weakly Illuminated Images by Deep Fusion Networks",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
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@inproceedings{bb46711,
        AUTHOR = "Kim, G. and Kwon, D. and Kwon, J.",
        TITLE = "Low-Lightgan: Low-Light Enhancement Via Advanced Generative
Adversarial Network With Task-Driven Training",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "2811-2815",
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@inproceedings{bb46712,
        AUTHOR = "Ghosh, S. and Chaudhury, K.N.",
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@inproceedings{bb46713,
        AUTHOR = "Ghosh, S. and Chaudhury, K.N.",
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@inproceedings{bb46714,
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@article{bb46723,
        AUTHOR = "Dhara, S.K. and Sen, D.",
        TITLE = "Exposedness-Based Noise-Suppressing Low-Light Image Enhancement",
        JOURNAL = CirSysVideo,
        VOLUME = "32",
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@article{bb46724,
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@article{bb46725,
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@article{bb46727,
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        JOURNAL = CirSysVideo,
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        YEAR = "2024",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1873-1885",
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        JOURNAL = IJCV,
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        YEAR = "2024",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "4703-4723",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc223llvid4.html#TT44926"}

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        AUTHOR = "Zhu, L.Y. and Yang, W.H. and Chen, B.L. and Zhu, H.W. and Ni, Z.K. and Mao, Q. and Wang, S.Q.",
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        YEAR = "2024",
        PAGES = "XXIII: 329-347",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc223llvid4.html#TT44927"}

@article{bb46730,
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Single-Frame Methods",
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        YEAR = "2024",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc223llvid4.html#TT44928"}

@article{bb46731,
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        YEAR = "2025",
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@article{bb46732,
        AUTHOR = "Lin, Y.Q. and Xu, X.G. and Wu, J. and Han, Y. and Liu, Z.",
        TITLE = "Geometric-Aware Low-Light Image and Video Enhancement via Depth
Guidance",
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        YEAR = "2025",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc223llvid4.html#TT44930"}

@inproceedings{bb46733,
        AUTHOR = "Xu, X.G. and Wang, R.X. and Fu, C.W. and Jia, J.Y.",
        TITLE = "SNR-Aware Low-light Image Enhancement",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc223llvid4.html#TT44931"}

@inproceedings{bb46734,
        AUTHOR = "Xu, X.G. and Wang, R.X. and Lu, J.B.",
        TITLE = "Low-Light Image Enhancement via Structure Modeling and Guidance",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
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@article{bb46735,
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        YEAR = "2025",
        PAGES = "6799-6812",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc223llvid4.html#TT44933"}

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        TITLE = "Supervised Denoising for Extreme Low-Light Raw Videos",
        JOURNAL = CirSysVideo,
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        YEAR = "2025",
        NUMBER = "11",
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        PAGES = "10693-10704",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc223llvid4.html#TT44934"}

@article{bb46737,
        AUTHOR = "Chen, K.H. and Liang, G.Q. and Lu, Y.F. and Li, H. and Wang, L.",
        TITLE = "EvLight++: Low-Light Video Enhancement With an Event Camera: A
Large-Scale Real-World Dataset, Novel Method, and More",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "1608-1625",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc223llvid4.html#TT44935"}

@article{bb46738,
        AUTHOR = "He, J.H. and Xue, M.L. and Wang, W.H. and Zhou, M.L.",
        TITLE = "Optimizing a 4D Lookup Table for Low-Light Video Enhancement via
Wavelet Priori",
        JOURNAL = MultMed,
        VOLUME = "28",
        YEAR = "2026",
        PAGES = "2630-2642",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc223llvid4.html#TT44936"}

@article{bb46739,
        AUTHOR = "Cheng, S.H. and Zhang, J. and Liu, Y. and Xiao, A. and Tu, Z.G.",
        TITLE = "OwlSight: A Robust Illumination Adaptation Framework for Dark Video
Human Action Recognition",
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        NUMBER = "4",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc223llvid4.html#TT44937"}

@article{bb46740,
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enhancement under flexible supervision",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc223llvid4.html#TT44941"}

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@inproceedings{bb46745,
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@inproceedings{bb46746,
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@inproceedings{bb46747,
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@inproceedings{bb46759,
        AUTHOR = "Mikami, T. and Sugimura, D. and Hamamoto, T.",
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times for image enhancement under extremely low-light scene",
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@inproceedings{bb46760,
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        YEAR = "2018",
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Via JND Transform",
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@article{bb46762,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc223llco3.html#TT44960"}

@inproceedings{bb46763,
        AUTHOR = "Mei, L. and Jung, C.",
        TITLE = "Low Light Image Enhancement by Multispectral Fusion and Convolutional
Neural Networks",
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        YEAR = "2022",
        PAGES = "203-209",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc223llco3.html#TT44961"}

@inproceedings{bb46764,
        AUTHOR = "Ji, Z. and Jung, C.",
        TITLE = "Subband Adaptive Enhancement of Low Light Images Using Wavelet-Based
Convolutional Neural Networks",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc223llco3.html#TT44962"}

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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc223llco3.html#TT44963"}

@inproceedings{bb46766,
        AUTHOR = "Park, J. and Vien, A.G. and Kim, J.H. and Lee, C.",
        TITLE = "Histogram-Based Transformation Function Estimation for Low-Light
Image Enhancement",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc223llco3.html#TT44964"}

@article{bb46767,
        AUTHOR = "Yu, S. and Zhu, H.",
        TITLE = "Low-Illumination Image Enhancement Algorithm Based on a Physical
Lighting Model",
        JOURNAL = CirSysVideo,
        VOLUME = "29",
        YEAR = "2019",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc223llco3.html#TT44965"}

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        AUTHOR = "Ren, Y.R. and Ying, Z.Q. and Li, T.H. and Li, G.",
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        JOURNAL = CirSysVideo,
        VOLUME = "29",
        YEAR = "2019",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "968-981",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc223llco3.html#TT44966"}

@inproceedings{bb46769,
        AUTHOR = "Ying, Z.Q. and Li, G. and Ren, Y.R. and Wang, R.G. and Wang, W.M.",
        TITLE = "A New Low-Light Image Enhancement Algorithm Using Camera Response
Model",
        BOOKTITLE = CVPV17,
        YEAR = "2017",
        PAGES = "3015-3022",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc223llco3.html#TT44967"}

@inproceedings{bb46770,
        AUTHOR = "Ying, Z.Q. and Li, G. and Ren, Y.R. and Wang, R.G. and Wang, W.M.",
        TITLE = "A New Image Contrast Enhancement Algorithm Using Exposure Fusion
Framework",
        BOOKTITLE = CAIP17,
        YEAR = "2017",
        PAGES = "II: 36-46",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc223llco3.html#TT44968"}

@article{bb46771,
        AUTHOR = "Wang, Y.F. and Liu, H.M. and Fu, Z.W.",
        TITLE = "Low-Light Image Enhancement via the Absorption Light Scattering Model",
        JOURNAL = IP,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "11",
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        PAGES = "5679-5690",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc223llco3.html#TT44969"}

@article{bb46772,
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        TITLE = "Band Representation-Based Semi-Supervised Low-Light Image
Enhancement: Bridging the Gap Between Signal Fidelity and Perceptual
Quality",
        JOURNAL = IP,
        VOLUME = "30",
        YEAR = "2021",
        PAGES = "3461-3473",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc223llco3.html#TT44970"}

@inproceedings{bb46773,
        AUTHOR = "Yang, W.H. and Wang, S.Q. and Fang, Y.M. and Wang, Y. and Liu, J.Y.",
        TITLE = "From Fidelity to Perceptual Quality: A Semi-Supervised Approach for
Low-Light Image Enhancement",
        BOOKTITLE = CVPR20,
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        PAGES = "3060-3069",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc223llco3.html#TT44971"}

@article{bb46774,
        AUTHOR = "Chen, B.L. and Zhu, L.Y. and Zhu, H.W. and Yang, W.H. and Song, L.Q. and Wang, S.Q.",
        TITLE = "Gap-Closing Matters: Perceptual Quality Evaluation and Optimization
of Low-Light Image Enhancement",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "3430-3443",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc223llco3.html#TT44972"}

@article{bb46775,
        AUTHOR = "Li, J.Q. and Li, J.C. and Fang, F.M. and Li, F. and Zhang, G.X.",
        TITLE = "Luminance-Aware Pyramid Network for Low-Light Image Enhancement",
        JOURNAL = MultMed,
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        YEAR = "2021",
        PAGES = "3153-3165",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc223llco3.html#TT44973"}

@article{bb46776,
        AUTHOR = "Zhou, L. and Li, W.J. and Li, J.C. and Gao, G.W. and Lin, C.W.",
        TITLE = "Diffusion-based Laplacian frequency-aware network for low-light image
enhancement",
        JOURNAL = PR,
        VOLUME = "175",
        YEAR = "2026",
        PAGES = "113060",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc223llco3.html#TT44974"}

@article{bb46777,
        AUTHOR = "Lu, K. and Zhang, L.H.",
        TITLE = "TBEFN:
A Two-Branch Exposure-Fusion Network for Low-Light Image Enhancement",
        JOURNAL = MultMed,
        VOLUME = "23",
        YEAR = "2021",
        PAGES = "4093-4105",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc223llco3.html#TT44975"}

@article{bb46778,
        AUTHOR = "Lim, S. and Kim, W.J.",
        TITLE = "DSLR: Deep Stacked Laplacian Restorer for Low-Light Image Enhancement",
        JOURNAL = MultMed,
        VOLUME = "23",
        YEAR = "2021",
        PAGES = "4272-4284",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc223llco3.html#TT44976"}

@article{bb46779,
        AUTHOR = "Qiu, Y.S. and Chen, J. and Wang, Z. and Wang, X. and Lin, C.W.",
        TITLE = "Spatio-Spectral Feature Fusion for Low-Light Image Enhancement",
        JOURNAL = SPLetters,
        VOLUME = "28",
        YEAR = "2021",
        PAGES = "2157-2161",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc223llco3.html#TT44977"}

@inproceedings{bb46780,
        AUTHOR = "Zhou, H. and Dong, W. and Liu, X.H. and Liu, S.C. and Min, X.K. and Zhai, G.T. and Chen, J.",
        TITLE = "Glare: Low Light Image Enhancement via Generative Latent Feature Based
Codebook Retrieval",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XLVIII: 36-54",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc223llco3.html#TT44978"}

@article{bb46781,
        AUTHOR = "Zhang, Y. and Di, X.G. and Zhang, B. and Ji, R.H. and Wang, C.H.",
        TITLE = "Better Than Reference in Low-Light Image Enhancement: Conditional
Re-Enhancement Network",
        JOURNAL = IP,
        VOLUME = "31",
        YEAR = "2022",
        PAGES = "759-772",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc223llco3.html#TT44979"}

@article{bb46782,
        AUTHOR = "Chang, M. and Feng, H.J. and Xu, Z.H. and Li, Q.",
        TITLE = "Low-Light Image Restoration With Short- and Long-Exposure Raw Pairs",
        JOURNAL = MultMed,
        VOLUME = "24",
        YEAR = "2022",
        PAGES = "702-714",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc223llco3.html#TT44980"}

@article{bb46783,
        AUTHOR = "Lu, Y.C. and Jung, S.W.",
        TITLE = "Progressive Joint Low-Light Enhancement and Noise Removal for Raw
Images",
        JOURNAL = IP,
        VOLUME = "31",
        YEAR = "2022",
        PAGES = "2390-2404",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc223llco3.html#TT44981"}

@article{bb46784,
        AUTHOR = "Chen, L.L. and Guo, L. and Cheng, D.Q. and Kou, Q.Q.",
        TITLE = "Structure-Preserving and Color-Restoring Up-Sampling for Single
Low-Light Image",
        JOURNAL = CirSysVideo,
        VOLUME = "32",
        YEAR = "2022",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1889-1902",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc223llco3.html#TT44982"}

@article{bb46785,
        AUTHOR = "Shi, Y.M. and Wang, B.Q. and Wu, X. and Zhu, M.",
        TITLE = "Unsupervised Low-Light Image Enhancement by Extracting Structural
Similarity and Color Consistency",
        JOURNAL = SPLetters,
        VOLUME = "29",
        YEAR = "2022",
        PAGES = "997-1001",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc223llco3.html#TT44983"}

@article{bb46786,
        AUTHOR = "Wang, W.C. and Chen, Z.X. and Yuan, X.H.",
        TITLE = "Simple low-light image enhancement based on Weber-Fechner law in
logarithmic space",
        JOURNAL = SP:IC,
        VOLUME = "106",
        YEAR = "2022",
        PAGES = "116742",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc223llco3.html#TT44984"}

@article{bb46787,
        AUTHOR = "Li, C.Y. and Guo, C. and Loy, C.C.",
        TITLE = "Learning to Enhance Low-Light Image via Zero-Reference Deep Curve
Estimation",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "4225-4238",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc223llco3.html#TT44985"}

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        AUTHOR = "Li, C.Y. and Guo, C. and Han, L.H. and Jiang, J. and Cheng, M.M. and Gu, J.W. and Loy, C.C.",
        TITLE = "Low-Light Image and Video Enhancement Using Deep Learning: A Survey",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "9396-9416",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc223llco3.html#TT44986"}

@inproceedings{bb46789,
        AUTHOR = "Guo, C. and Li, C.Y. and Guo, J.C. and Loy, C.C. and Hou, J.H. and Kwong, S. and Cong, R.M.",
        TITLE = "Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "1777-1786",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc223llco3.html#TT44987"}

@article{bb46790,
        AUTHOR = "Huang, C.Y. and Fang, Y.Y. and Wu, T.T. and Zeng, T.Y. and Zeng, Y.H.",
        TITLE = "Quaternion Screened Poisson Equation for Low-Light Image Enhancement",
        JOURNAL = SPLetters,
        VOLUME = "29",
        YEAR = "2022",
        PAGES = "1417-1421",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc223llco3.html#TT44988"}

@article{bb46791,
        AUTHOR = "Chang, J. and Zhu, G.P. and Zhang, H.L. and Zhu, L.Y. and Yang, W.H. and Chen, B.L. and Lu, F.B. and Wang, S.Q.",
        TITLE = "Enlightening Low-Light Images With Dynamic Guidance for Context
Enrichment",
        JOURNAL = CirSysVideo,
        VOLUME = "32",
        YEAR = "2022",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "5068-5079",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc223llco3.html#TT44989"}

@article{bb46792,
        AUTHOR = "Xu, K. and Chen, H.A. and Xu, C.M. and Jin, Y. and Zhu, C.G.",
        TITLE = "Structure-Texture Aware Network for Low-Light Image Enhancement",
        JOURNAL = CirSysVideo,
        VOLUME = "32",
        YEAR = "2022",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "4983-4996",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc223llco3.html#TT44990"}

@article{bb46793,
        AUTHOR = "Fan, G.D. and Fan, B. and Gan, M. and Chen, G.Y. and Chen, C.L.P.",
        TITLE = "Multiscale Low-Light Image Enhancement Network With Illumination
Constraint",
        JOURNAL = CirSysVideo,
        VOLUME = "32",
        YEAR = "2022",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "7403-7417",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc223llco3.html#TT44991"}

@article{bb46794,
        AUTHOR = "Fan, G.D. and Yao, Z. and Gan, M.",
        TITLE = "Illumination-aware and structure-guided transformer for low-light
image enhancement",
        JOURNAL = CVIU,
        VOLUME = "252",
        YEAR = "2025",
        PAGES = "104276",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc223llco3.html#TT44992"}

@article{bb46795,
        AUTHOR = "Liu, C.X. and Wu, F.D. and Wang, X.",
        TITLE = "EFINet: Restoration for Low-Light Images via Enhancement-Fusion
Iterative Network",
        JOURNAL = CirSysVideo,
        VOLUME = "32",
        YEAR = "2022",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "8486-8499",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc223llco3.html#TT44993"}

@article{bb46796,
        AUTHOR = "Jeon, J.J. and Park, J.Y. and Eom, I.K.",
        TITLE = "Low-light image enhancement using gamma correction prior in mixed
color spaces",
        JOURNAL = PR,
        VOLUME = "146",
        YEAR = "2024",
        PAGES = "110001",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc223llco3.html#TT44994"}

@article{bb46797,
        AUTHOR = "Jiang, Y. and Wang, Y.H. and Li, S.Q. and Zhang, Y.J. and Zhao, M.H. and Gao, Y.",
        TITLE = "Event-Based Low-Illumination Image Enhancement",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc223llco3.html#TT44995"}

@article{bb46798,
        AUTHOR = "Ni, D.D. and Jia, Z.H. and Yang, J. and Kasabov, N.K.",
        TITLE = "Online Low-Light Sand-Dust Video Enhancement Using Adaptive Dynamic
Brightness Correction and a Rolling Guidance Filter",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "2192-2206",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc223llco3.html#TT44996"}

@article{bb46799,
        AUTHOR = "He, Z.Q. and Ran, W. and Liu, S.L. and Li, K. and Lu, J. and Xie, C.Y. and Liu, Y. and Lu, H.",
        TITLE = "Low-Light Image Enhancement With Multi-Scale Attention and
Frequency-Domain Optimization",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "2861-2875",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc223llco3.html#TT44997"}

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