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        AUTHOR = "Fang, H. and Liu, F. and Han, W.F. and Tang, H.",
        TITLE = "Toward Universal Instance Shadow Detection Based on Pairwise Grouping
With Contrastive Morphological Alignment",
        JOURNAL = CirSysVideo,
        VOLUME = "36",
        YEAR = "2026",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "2387-2402",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment343.html#TT64039"}

@inproceedings{bb66301,
        AUTHOR = "Wang, Y.J. and Zhao, F. and Zhou, W. and Li, Z.Y. and Li, Z.Y. and Liu, Q. and Ikenaga, T.",
        TITLE = "ShadowAug: A Multi-Strategy Data Augmentation Method for Image Shadow
Removal",
        BOOKTITLE = MVA25,
        YEAR = "2025",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment343.html#TT64040"}

@inproceedings{bb66302,
        AUTHOR = "Serrano Lozano, D. and Molina Bakhos, F.A. and Xue, D. and Yang, Y.X. and Pilligua, M. and Baldrich, R. and Vanrell, M. and Vazquez Corral, J.",
        TITLE = "PromptNorm: Image Geometry Guides Ambient Light Normalization",
        BOOKTITLE = NTIRE25,
        YEAR = "2025",
        PAGES = "896-907",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment343.html#TT64041"}

@inproceedings{bb66303,
        AUTHOR = "Masquil, E. and Mari, R. and Ehret, T. and Meinhardt Llopis, E. and Muse, P. and Facciolo, G.",
        TITLE = "S-EO: A Large-Scale Dataset for Geometry-Aware Shadow Detection in
Remote Sensing Applications",
        BOOKTITLE = FGVC25,
        YEAR = "2025",
        PAGES = "2374-2384",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment343.html#TT64042"}

@inproceedings{bb66304,
        AUTHOR = "Vasluianu, F.A. and Seizinger, T. and Zhou, Z. and Chen, C.L. and Wu, Z.W. and Timofte, R. and Li, M.J. and Hu, J. and Wang, H. and Liu, H.X. and Wang, J.R. and Hu, Q.M. and Guo, X.J. and Lu, X. and Yang, J. and Bao, Y. and Hu, A. and Fan, Z. and Wang, K.Y. and Xiao, J. and Wang, X. and Fu, X.Y. and Zha, Z.J. and Lin, Y.F. and Lee, C.M. and Hsu, C.C. and Wang, X. and Li, D. and Chen, Y.X. and Chen, B. and Zhou, Y.B. and Chen, Y. and Wang, H.W. and Lin, J.N. and Gao, Q. and Tong, T. and Zhang, Z. and Wei, Y.Y. and Dong, W. and Zhou, H. and Mousavi, S.A. and Chen, J. and Liang, H. and Jing, J.J. and Li, J.Y. and Yang, Y. and Lee, S. and Kim, C. and Feng, Z.Y. and Chen, S. and Luan, B. and Chen, Z. and Aralikatti, V.A. and Rao, G.G. and Akalwadi, N. and Desai, C. and Tabib, R.A. and Mudenagudi, U. and Ali, A.M. and Benjdira, B. and Boulila, W. and Brateanu, A. and Ancuti, C. and Chaturvedi, T. and Kumar, M. and Srivastav, A. and Trivedi, D. and Thakur, S. and Upla, K. and Xiao, Z. and Li, Z.Y. and Zhou, B. and Shekhar, S. and Xu, K. and Xu, Q. and Gao, Z.J. and Wan, T.J. and Zhao, S. and Wang, B. and Luo, Y. and Wang, M.S. and Zhang, Y.L.",
        TITLE = "Ntire 2025 Image Shadow Removal Challenge Report",
        BOOKTITLE = NTIRE25,
        YEAR = "2025",
        PAGES = "1303-1314",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment343.html#TT64043"}

@inproceedings{bb66305,
        AUTHOR = "Wang, T.Y. and Zhang, J.M. and Zheng, H. and Ding, Z.H. and Cohen, S. and Lin, Z. and Xiong, W. and Fu, C.W. and Figueroa, L. and Kim, S.Y.",
        TITLE = "MetaShadow: Object-Centered Shadow Detection, Removal, and Synthesis",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "28252-28262",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment343.html#TT64044"}

@inproceedings{bb66306,
        AUTHOR = "Xu, J. and Zheng, Y.X. and Li, Z. and Wang, C. and Gu, R.S. and Xu, W.W. and Xu, G.",
        TITLE = "Detail-Preserving Latent Diffusion for Stable Shadow Removal",
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        YEAR = "2025",
        PAGES = "7592-7602",
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@inproceedings{bb66307,
        AUTHOR = "Wang, X.R. and Guo, L.Q. and Wang, X. and Huang, S. and Wen, B.",
        TITLE = "SoftShadow: Leveraging Soft Masks for Penumbra-Aware Shadow Removal",
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        YEAR = "2025",
        PAGES = "23217-23226",
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@inproceedings{bb66308,
        AUTHOR = "Hu, S.L. and Le, H. and Athar, S. and Das, S. and Samaras, D.",
        TITLE = "Shadow Removal Refinement via Material-Consistent Shadow Edges",
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        YEAR = "2025",
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@inproceedings{bb66309,
        AUTHOR = "Raji, F. and Bruce, J.M.",
        TITLE = "Soft Shadow Diffusion (SSD): Physics-inspired Learning for 3d
Computational Periscopy",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXX: 382-400",
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@inproceedings{bb66310,
        AUTHOR = "Hsieh, C.Y. and Ding, J.J.",
        TITLE = "ADSP: Advanced Dataset for Shadow Processing, Enabling Visible
Occluders via Synthesizing Strategy",
        BOOKTITLE = ACCV24,
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@inproceedings{bb66311,
        AUTHOR = "Li, C.H. and Yang, B. and Wu, Z.Q. and Chen, G. and Yu, Y.H. and Zhou, S.X.",
        TITLE = "Shadow Removal based on Diffusion, Segmentation and Super-resolution
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        PAGES = "6045-6054",
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@inproceedings{bb66312,
        AUTHOR = "Dong, W. and Zhou, H. and Mousavi, S.A. and Chen, J.",
        TITLE = "Retinex-Guided Histogram Transformer for Mask-Free Shadow Removal",
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@inproceedings{bb66313,
        AUTHOR = "Dong, W. and Zhou, H. and Tian, Y.Q. and Sun, J. and Liu, X.H. and Zhai, G.T. and Chen, J.",
        TITLE = "ShadowRefiner: Towards Mask-free Shadow Removal via Fast Fourier
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        YEAR = "2024",
        PAGES = "6208-6217",
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@inproceedings{bb66314,
        AUTHOR = "Li, D. and Lu, X. and Zhu, Y.R. and Wang, X. and Xiao, J. and Zhang, Y.P. and Fu, X.Y. and Zha, Z.J.",
        TITLE = "Shadow Removal via Global Residual Free Unet and Shadow Generation",
        BOOKTITLE = NTIRE24,
        YEAR = "2024",
        PAGES = "6307-6316",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment343.html#TT64053"}

@inproceedings{bb66315,
        AUTHOR = "Lu, X. and Zhu, Y.R. and Wang, X. and Li, D. and Xiao, J. and Zhang, Y.P. and Fu, X.Y. and Zha, Z.J.",
        TITLE = "HirFormer: Dynamic High Resolution Transformer for Large-Scale Image
Shadow Removal",
        BOOKTITLE = NTIRE24,
        YEAR = "2024",
        PAGES = "6513-6523",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment343.html#TT64054"}

@inproceedings{bb66316,
        AUTHOR = "Kubiak, N. and Mustafa, A. and Phillipson, G. and Jolly, S. and Hadfield, S.",
        TITLE = "S3R-Net: A Single-Stage Approach to Self-Supervised Shadow Removal",
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@inproceedings{bb66317,
        AUTHOR = "Xiao, J. and Fu, X.Y. and Zhu, Y.R. and Li, D. and Huang, J. and Zhu, K. and Zha, Z.J.",
        TITLE = "HomoFormer: Homogenized Transformer for Image Shadow Removal",
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@inproceedings{bb66318,
        AUTHOR = "Mei, K.F. and Figueroa, L. and Lin, Z. and Ding, Z.H. and Cohen, S. and Patel, V.M.",
        TITLE = "Latent Feature-Guided Diffusion Models for Shadow Removal",
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@inproceedings{bb66319,
        AUTHOR = "Sun, J.Y. and Xu, K. and Pang, Y. and Zhang, L. and Lu, H.C. and Hancke, G. and Lau, R.",
        TITLE = "Adaptive Illumination Mapping for Shadow Detection in Raw Images",
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        PAGES = "12663-12672",
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@inproceedings{bb66320,
        AUTHOR = "Guo, L.Q. and Wang, C. and Yang, W.H. and Wang, Y.F. and Wen, B.",
        TITLE = "Boundary-Aware Divide and Conquer: A Diffusion-based Solution for
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        PAGES = "12999-13008",
        BIBSOURCE = "http://www.visionbib.com/bibliography/segment343.html#TT64059"}

@inproceedings{bb66321,
        AUTHOR = "Li, X.G. and Guo, Q. and Abdelfattah, R. and Lin, D. and Feng, W. and Tsang, I. and Wang, S.",
        TITLE = "Leveraging Inpainting for Single-Image Shadow Removal",
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@inproceedings{bb66322,
        AUTHOR = "Worchel, M. and Alexa, M.",
        TITLE = "Differentiable Shadow Mapping for Efficient Inverse Graphics",
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        YEAR = "2023",
        PAGES = "142-153",
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@inproceedings{bb66323,
        AUTHOR = "Ling, J.W. and Wang, Z.B. and Xu, F.",
        TITLE = "ShadowNeuS: Neural SDF Reconstruction by Shadow Ray Supervision",
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@inproceedings{bb66324,
        AUTHOR = "Liu, L. and Prost, J. and Zhu, L. and Papadakis, N. and Lio, P. and Schonlieb, C.B. and Aviles Rivero, A.I.",
        TITLE = "SCOTCH and SODA: A Transformer Video Shadow Detection Framework",
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        TITLE = "NTIRE 2024 Image Shadow Removal Challenge Report",
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        TITLE = "NTIRE 2023 Image Shadow Removal Challenge Report",
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@inproceedings{bb66327,
        AUTHOR = "Cui, S. and Huang, J.S. and Tian, S. and Fan, M.Y. and Zhang, J.Q. and Zhu, L. and Wei, X.M. and Wei, X.L.",
        TITLE = "Pyramid Ensemble Structure for High Resolution Image Shadow Removal",
        BOOKTITLE = NTIRE23,
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@inproceedings{bb66328,
        AUTHOR = "Chang, H.E. and Hsieh, C.H. and Yang, H.H. and Chen, I.H. and Chen, Y.C. and Chiang, Y.C. and Huang, Z.K. and Chen, W.T. and Kuo, S.Y.",
        TITLE = "TSRFormer: Transformer Based Two-stage Refinement for Single Image
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@inproceedings{bb66329,
        AUTHOR = "Vasluianu, F.A. and Seizinger, T. and Timofte, R.",
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@inproceedings{bb66330,
        AUTHOR = "Guo, L.Q. and Wang, C. and Yang, W.H. and Huang, S. and Wang, Y.F. and Pfister, H. and Wen, B.",
        TITLE = "ShadowDiffusion: When Degradation Prior Meets Diffusion Model for
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@inproceedings{bb66331,
        AUTHOR = "Zhang, L. and He, Y.H. and Zhang, Q. and Liu, Z. and Zhang, X.L. and Xiao, C.X.",
        TITLE = "Document Image Shadow Removal Guided by Color-Aware Background",
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@inproceedings{bb66332,
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        TITLE = "MGRLN-net: Mask-guided Residual Learning Network for Joint Single-image
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@inproceedings{bb66333,
        AUTHOR = "Yu, Q.H. and Zheng, N.S. and Huang, J. and Zhao, F.",
        TITLE = "Cnsnet: A Cleanness-navigated-shadow Network for Shadow Removal",
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@inproceedings{bb66334,
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        TITLE = "Fine-Context Shadow Detection using Shadow Removal",
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@inproceedings{bb66335,
        AUTHOR = "Yucel, M.K. and Dimaridou, V. and Manganelli, B. and Ozay, M. and Drosou, A. and Saa Garriga, A.",
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@inproceedings{bb66336,
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@inproceedings{bb66337,
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@inproceedings{bb66338,
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@inproceedings{bb66339,
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@inproceedings{bb66340,
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        TITLE = "Efficient and Differentiable Shadow Computation for Inverse Problems",
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@inproceedings{bb66341,
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@inproceedings{bb66342,
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@inproceedings{bb66343,
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        TITLE = "Learning-Based Shadow Detection in Aerial Imagery Using Automatic
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@inproceedings{bb66344,
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        TITLE = "Omnimatte: Associating Objects and Their Effects in Video",
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@inproceedings{bb66346,
        AUTHOR = "Fu, L. and Zhou, C.Q. and Guo, Q. and Juefei Xu, F. and Yu, H.K. and Feng, W. and Liu, Y. and Wang, S.",
        TITLE = "Auto-Exposure Fusion for Single-Image Shadow Removal",
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@inproceedings{bb66347,
        AUTHOR = "Liu, Z.H. and Yin, H. and Wu, X. and Wu, Z.Y. and Mi, Y. and Wang, S.",
        TITLE = "From Shadow Generation to Shadow Removal",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "4925-4934",
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@inproceedings{bb66348,
        AUTHOR = "Vasluianu, F.A. and Romero, A. and Van Gool, L.J. and Timofte, R.",
        TITLE = "Shadow Removal with Paired and Unpaired Learning",
        BOOKTITLE = NTIRE21,
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@inproceedings{bb66349,
        AUTHOR = "Vowels, M.J. and Camgoz, N.C. and Bowden, R.",
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@inproceedings{bb66350,
        AUTHOR = "Guo, R. and Ayinde, B. and Sun, H.",
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Domain Adaptation",
        BOOKTITLE = ICPR21,
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@inproceedings{bb66351,
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@inproceedings{bb66352,
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@inproceedings{bb66353,
        AUTHOR = "Chen, Z.H. and Zhu, L. and Wan, L. and Wang, S. and Feng, W. and Heng, P.A.",
        TITLE = "A Multi-Task Mean Teacher for Semi-Supervised Shadow Detection",
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@inproceedings{bb66354,
        AUTHOR = "Wang, T. and Hu, X. and Wang, Q. and Heng, P. and Fu, C.",
        TITLE = "Instance Shadow Detection",
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@inproceedings{bb66355,
        AUTHOR = "Ding, B. and Long, C. and Zhang, L. and Xiao, C.",
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Detection and Removal",
        BOOKTITLE = ICCV19,
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@inproceedings{bb66356,
        AUTHOR = "Hu, X. and Jiang, Y. and Fu, C. and Heng, P.",
        TITLE = "Mask-ShadowGAN: Learning to Remove Shadows From Unpaired Data",
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        YEAR = "2019",
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@inproceedings{bb66357,
        AUTHOR = "Zheng, Q.L. and Qiao, X.T. and Cao, Y. and Lau, R.W.H.",
        TITLE = "Distraction-Aware Shadow Detection",
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@inproceedings{bb66358,
        AUTHOR = "Imai, N.N. and Tommaselli, A.M.G. and Berveglieri, A. and Moriya, E.A.S.",
        TITLE = "Shadow Detection in Hyperspectral Images Acquired By UAV",
        BOOKTITLE = UAV-g19,
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@inproceedings{bb66359,
        AUTHOR = "Hintze, R. and Morse, B.",
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@inproceedings{bb66360,
        AUTHOR = "Wang, J. and Li, X. and Yang, J.",
        TITLE = "Stacked Conditional Generative Adversarial Networks for Jointly
Learning Shadow Detection and Shadow Removal",
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@inproceedings{bb66361,
        AUTHOR = "Le, H. and Vicente, T.F.Y. and Nguyen, V. and Hoai, M. and Samaras, D.",
        TITLE = "A+D Net: Training a Shadow Detector with Adversarial Shadow Attenuation",
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@inproceedings{bb66362,
        AUTHOR = "Zhu, L. and Deng, Z.J. and Hu, X.W. and Fu, C.W. and Xu, X.M. and Qin, J. and Heng, P.A.",
        TITLE = "Bidirectional Feature Pyramid Network with Recurrent Attention Residual
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@inproceedings{bb66363,
        AUTHOR = "d'Autume, M. and Morel, J. and Meinhardt Llopis, E.",
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Shadow Removal",
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@inproceedings{bb66364,
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@inproceedings{bb66365,
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@inproceedings{bb66367,
        AUTHOR = "Tanathong, S. and Smith, W.A.P. and Remde, S.",
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Shadow Removal in Orthomosaics of the Road Network",
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@inproceedings{bb66368,
        AUTHOR = "Yu, X.M. and Li, G. and Ying, Z.Q. and Guo, X.Q.",
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@inproceedings{bb66369,
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shadow regions",
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        TITLE = "Large-Scale Training of Shadow Detectors with Noisily-Annotated Shadow
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@inproceedings{bb66373,
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        TITLE = "Anisotropic Scattering Shadow Compensation Method For Remote Sensing
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@inproceedings{bb66374,
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Radiometric Resolution Aerial Images",
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@inproceedings{bb66375,
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@inproceedings{bb66377,
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@inproceedings{bb66378,
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@inproceedings{bb66379,
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        AUTHOR = "Wang, X.P. and Sohel, F.A. and Bennamoun, M. and Lei, H.",
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@inproceedings{bb66382,
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@inproceedings{bb66384,
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@inproceedings{bb66385,
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@inproceedings{bb66386,
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@inproceedings{bb66387,
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@inproceedings{bb66388,
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@inproceedings{bb66393,
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@inproceedings{bb66395,
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