@article{bb229500,
        AUTHOR = "Gao, A. and Dong, Y. and Liu, D.H. and Li, A. and Lin, Z.Y. and Li, Y.Y.",
        TITLE = "SSHFormer: Optimizing Spectral Reconstruction with a Spatial-Spectral
Hybrid Transformer",
        JOURNAL = RS,
        VOLUME = "17",
        YEAR = "2025",
        NUMBER = "9",
        PAGES = "1585",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i776sr2.html#TT224540"}

@article{bb229501,
        AUTHOR = "Shi, Z.W. and Zheng, Y.B. and Zhang, Y. and Li, H.C.",
        TITLE = "Multidimensional nonlinear transform-based tensor representation for
high-dimensional image reconstruction",
        JOURNAL = PR,
        VOLUME = "168",
        YEAR = "2025",
        PAGES = "111734",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i776sr2.html#TT224541"}

@article{bb229502,
        AUTHOR = "Li, X.Y. and Zhang, W.J. and Wang, B. and Qiu, H. and Jin, M. and Qi, P.",
        TITLE = "OGAIS: OpenGL-Driven GPU Acceleration Methodology for 3D
Hyperspectral Image Simulation",
        JOURNAL = RS,
        VOLUME = "17",
        YEAR = "2025",
        NUMBER = "11",
        PAGES = "1841",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i776sr2.html#TT224542"}

@article{bb229503,
        AUTHOR = "Zhang, X.N. and Peng, Z.Y. and Wang, Y.F. and Ye, F. and Fu, T.Y. and Zhang, H.",
        TITLE = "A Robust Multispectral Reconstruction Network from RGB Images Trained
by Diverse Satellite Data and Application in Classification and
Detection Tasks",
        JOURNAL = RS,
        VOLUME = "17",
        YEAR = "2025",
        NUMBER = "11",
        PAGES = "1901",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i776sr2.html#TT224543"}

@article{bb229504,
        AUTHOR = "Li, J.J. and Zhu, D. and Song, R. and Xu, H.T. and Li, Y.S. and Du, Q.",
        TITLE = "Multi-Feature Interaction and Degradation Estimation Transformer for
Spectral Compressive Imaging",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "7294-7307",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i776sr2.html#TT224544"}

@article{bb229505,
        AUTHOR = "Wang, H.C. and Fan, J.S. and Wang, Y.X. and Song, K. and Wang, T. and Zhang, X.Y. and Zhang, Z.X.",
        TITLE = "Bootstrap Masked Visual Modeling via Hard Patch Mining",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "6200-6214",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i776sr2.html#TT224545"}

@article{bb229506,
        AUTHOR = "Zhu, J.C. and Zhao, B. and Wei, Z.Y.",
        TITLE = "Optimized Coded Apertures for Hyperspectral Image Reconstruction via
Variant RIP Constant",
        JOURNAL = SPLetters,
        VOLUME = "32",
        YEAR = "2025",
        PAGES = "2803-2807",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i776sr2.html#TT224546"}

@article{bb229507,
        AUTHOR = "Dong, Y. and Gao, D. and Liu, D.H. and Liu, Y.L. and Shi, G.M.",
        TITLE = "Alternating Direction Unfolding With a Cross Spectral Attention Prior
for Dual-Camera Compressive Hyperspectral Imaging",
        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "5325-5340",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i776sr2.html#TT224547"}

@article{bb229508,
        AUTHOR = "Liu, H.J. and Yuan, Y. and Yin, X.R. and Su, L.J.",
        TITLE = "Spatial/Spectral-Frequency Adaptive Network for Hyperspectral Image
Reconstruction in CASSI",
        JOURNAL = RS,
        VOLUME = "17",
        YEAR = "2025",
        NUMBER = "19",
        PAGES = "3382",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i776sr2.html#TT224548"}

@article{bb229509,
        AUTHOR = "Chen, Y. and Yuan, F. and Lai, W.Z. and Zeng, J.S. and He, W. and Huang, Q.",
        TITLE = "Low-Rank Tensor Meets Deep Prior: Coupling Model-Driven and
Data-Driven Methods for Hyperspectral Image Reconstruction",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "11685-11697",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i776sr2.html#TT224549"}

@article{bb229510,
        AUTHOR = "Pang, L. and Cao, X. and Tang, D. and Xu, S. and Bai, X. and Zhou, F. and Meng, D.Y.",
        TITLE = "HSIGene: A Foundation Model for Hyperspectral Image Generation",
        JOURNAL = PAMI,
        VOLUME = "48",
        YEAR = "2026",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "730-746",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i776sr2.html#TT224550"}

@article{bb229511,
        AUTHOR = "Yang, Y. and Jia, X.X. and Wei, W. and Song, W. and Zhu, H.L. and Jiao, Z.",
        TITLE = "IFADiff: Training-Free Hyperspectral Image Generation via
Integer-Fractional Alternating Diffusion Sampling",
        JOURNAL = RS,
        VOLUME = "17",
        YEAR = "2025",
        NUMBER = "23",
        PAGES = "3867",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i776sr2.html#TT224551"}

@inproceedings{bb229512,
        AUTHOR = "Yan, M. and Wang, L.Z.",
        TITLE = "Exploiting Frequency Correlation for Hyperspectral Image
Reconstruction",
        BOOKTITLE = ICIVC25,
        YEAR = "2025",
        PAGES = "378-384",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i776sr2.html#TT224552"}

@inproceedings{bb229513,
        AUTHOR = "Ke, A.Y.Z. and Luo, L. and Xiang, X.Y. and Fan, Y.C. and Ranjan, R. and Chapiro, A. and Mantiuk, R.K.",
        TITLE = "Training Neural Networks on RAW and HDR Images for Restoration Tasks",
        BOOKTITLE = NTIRE25,
        YEAR = "2025",
        PAGES = "801-810",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i776sr2.html#TT224553"}

@inproceedings{bb229514,
        AUTHOR = "Conde, M.V. and Timofte, R. and Berdan, R. and Besbinar, B. and Iso, D. and Ji, P.Z. and Dun, X. and Fan, Z. and Wu, C. and Wang, Z.S. and Zhang, P.B. and Huang, J. and Liu, Q.L. and Yu, W. and Zhang, S.P. and Ji, X.Y. and Kim, K. and Kim, M. and Lee, H. and Ma, H. and Zheng, H. and Wei, Y.Y. and Zhang, Z. and Sun, M.Y. and Fang, J. and Gao, M. and Yu, X. and Xie, S.B. and Yue, H. and Yang, J.Y.",
        TITLE = "Raw Image Reconstruction From RGB on Smartphones. 
NTIRE 2025 Challenge Report",
        BOOKTITLE = NTIRE25,
        YEAR = "2025",
        PAGES = "01-15",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i776sr2.html#TT224554"}

@inproceedings{bb229515,
        AUTHOR = "He, Z.J. and Wang, L. and Meng, Z. and Yuan, X.",
        TITLE = "Self-supervised Learning with Spectral Low-Rank Prior for
Hyperspectral Image Reconstruction",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "9136-9145",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i776sr2.html#TT224555"}

@inproceedings{bb229516,
        AUTHOR = "Holst, A. and Overgaard, N.C.",
        TITLE = "Computing the Lipschitz Constant Needed for Fast Scene Recovery from
Cassi Measurements",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXII: 339-353",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i776sr2.html#TT224556"}

@inproceedings{bb229517,
        AUTHOR = "Yao, Z.Y. and Liu, S.Y. and Yuan, X.Y. and Fang, L.",
        TITLE = "SPECAT: SPatial-spEctral Cumulative-Attention Transformer for
High-Resolution Hyperspectral Image Reconstruction",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "25368-25377",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i776sr2.html#TT224557"}

@inproceedings{bb229518,
        AUTHOR = "Yu, Y. and Pan, E. and Wang, X. and Wu, Y.H. and Mei, X.G. and Ma, J.Y.",
        TITLE = "Unmixing Before Fusion: A Generalized Paradigm for Multi-Source-Based
Hyperspectral Image Synthesis",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "9297-9306",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i776sr2.html#TT224558"}

@inproceedings{bb229519,
        AUTHOR = "Dong, X.Y. and Zhu, Y. and Li, C.H. and Wang, P.S. and Cheng, J.",
        TITLE = "Rispnet: A Network for Reversed Image Signal Processing",
        BOOKTITLE = AIM22,
        YEAR = "2022",
        PAGES = "445-457",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i776sr2.html#TT224559"}

@inproceedings{bb229520,
        AUTHOR = "Zou, B. and Zhang, Y.",
        TITLE = "Learned Reverse ISP with Soft Supervision",
        BOOKTITLE = AIM22,
        YEAR = "2022",
        PAGES = "489-506",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i776sr2.html#TT224560"}

@inproceedings{bb229521,
        AUTHOR = "Liu, S. and Li, H.W. and Zhang, G. and Hu, B.L. and Chen, J.Y.",
        TITLE = "Using Hyperspectral Reconstruction for Multispectral Images Change
Detection",
        BOOKTITLE = ICIVC22,
        YEAR = "2022",
        PAGES = "183-188",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i776sr2.html#TT224561"}

@inproceedings{bb229522,
        AUTHOR = "Huang, J.R. and Sun, Y. and Wen, J.X. and Liu, Q.S.",
        TITLE = "Transformer-based Residual Network for Hyperspectral Snapshot
Compressive Reconstruction",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "5075-5081",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i776sr2.html#TT224562"}

@inproceedings{bb229523,
        AUTHOR = "Shukla, A. and Upadhyay, A. and Sharma, M. and Chinnusamy, V. and Kumar, S.",
        TITLE = "High-Resolution NIR Prediction from RGB Images:
Application to Plant Phenotyping",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "4058-4062",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i776sr2.html#TT224563"}

@inproceedings{bb229524,
        AUTHOR = "Zhang, X.Y. and Zhang, Y.B. and Xiong, R.Q. and Sun, Q. and Zhang, J.",
        TITLE = "HerosNet: Hyperspectral Explicable Reconstruction and Optimal
Sampling Deep Network for Snapshot Compressive Imaging",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "17511-17520",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i776sr2.html#TT224564"}

@inproceedings{bb229525,
        AUTHOR = "Agarla, M. and Bianco, S. and Buzzelli, M. and Celona, L. and Schettini, R.",
        TITLE = "Fast-n-Squeeze: towards real-time spectral reconstruction from RGB
images",
        BOOKTITLE = NTIRE22,
        YEAR = "2022",
        PAGES = "1131-1138",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i776sr2.html#TT224565"}

@inproceedings{bb229526,
        AUTHOR = "Zhu, Z.Y. and Liu, H. and Hou, J.H. and Zeng, H.Q. and Zhang, Q.F.",
        TITLE = "Semantic-embedded Unsupervised Spectral Reconstruction from Single
RGB Images in the Wild",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "2259-2268",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i776sr2.html#TT224566"}

@inproceedings{bb229527,
        AUTHOR = "Li, K. and Dai, D.X. and Van Gool, L.J.",
        TITLE = "Hyperspectral Image Super-Resolution with RGB Image Super-Resolution
as an Auxiliary Task",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "4039-4048",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i776sr2.html#TT224567"}

@inproceedings{bb229528,
        AUTHOR = "Yang, L.T. and Li, Z.N. and Pei, Z.X. and Zhang, D.Q.",
        TITLE = "Fs-Net: Filter Selection Network for Hyperspectral Reconstruction",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "2933-2937",
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@inproceedings{bb229529,
        AUTHOR = "Kinoshita, Y. and Kiya, H.",
        TITLE = "Separated-Spectral-Distribution Estimation Based on Bayesian
Inference with Single RGB Camera",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "1379-1383",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-i776sr2.html#TT224569"}

@inproceedings{bb229530,
        AUTHOR = "Yamawaki, K. and Yorimoto, K. and Han, X.H.",
        TITLE = "Hyperspectral Reconstruction Using Auxiliary RGB Learning from a
Snapshot Image",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
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@inproceedings{bb229531,
        AUTHOR = "Yorimoto, K. and Han, X.H.",
        TITLE = "HyperMixNet: Hyperspectral Image Reconstruction with Deep Mixed
Network from a Snapshot Measurement",
        BOOKTITLE = PBDL21,
        YEAR = "2021",
        PAGES = "1184-1193",
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@inproceedings{bb229532,
        AUTHOR = "Aslahishahri, M. and Stanley, K.G. and Duddu, H. and Shirtliffe, S. and Vail, S. and Bett, K. and Pozniak, C. and Stavness, I.",
        TITLE = "From RGB to NIR: Predicting of near infrared reflectance from visible
spectrum aerial images of crops",
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@inproceedings{bb229533,
        AUTHOR = "Zhang, S.P. and Wang, L.Z. and Zhang, L. and Huang, H.",
        TITLE = "Learning Tensor Low-Rank Prior for Hyperspectral Image Reconstruction",
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@inproceedings{bb229534,
        AUTHOR = "Sun, B. and Yan, J.C. and Zhou, X. and Zheng, Y.Q.",
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from RGB",
        BOOKTITLE = CVPR21,
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@inproceedings{bb229535,
        AUTHOR = "Yamawaki, K. and Han, X.H.",
        TITLE = "Lightweight Hyperspectral Image Reconstruction Network with Deep
Feature Hallucination",
        BOOKTITLE = MLCSA22,
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@inproceedings{bb229536,
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        TITLE = "Deep Residual Attention Network for Hyperspectral Image
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@inproceedings{bb229537,
        AUTHOR = "Simonetto, A. and Zanuttigh, P. and Parret, V. and Sartor, P. and Gatto, A.",
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        BOOKTITLE = ICPR21,
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@inproceedings{bb229538,
        AUTHOR = "Cheng, N. and Huang, H. and Zhang, L. and Wang, L.Z.",
        TITLE = "Snapshot Hyperspectral Imaging Based on Weighted High-order Singular
Value Regularization",
        BOOKTITLE = ICPR21,
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@inproceedings{bb229539,
        AUTHOR = "Peng, H. and Chen, X.M. and Zhao, J.",
        TITLE = "Residual Pixel Attention Network for Spectral Reconstruction from RGB
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@inproceedings{bb229540,
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@inproceedings{bb229541,
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        TITLE = "Physically Plausible Spectral Reconstruction from RGB Images",
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@inproceedings{bb229542,
        AUTHOR = "Rout, L. and Misra, I. and Moorthi, S.M. and Dhar, D.",
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Multi-Spectral Band Synthesis",
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@inproceedings{bb229543,
        AUTHOR = "Zhao, Y. and Po, L. and Yan, Q. and Liu, W. and Lin, T.",
        TITLE = "Hierarchical Regression Network for Spectral Reconstruction from RGB
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@inproceedings{bb229544,
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@inproceedings{bb229545,
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@inproceedings{bb229546,
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@inproceedings{bb229547,
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@inproceedings{bb229548,
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        TITLE = "From RGB to Spectrum for Natural Scenes via Manifold-Based Mapping",
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@inproceedings{bb229549,
        AUTHOR = "Hoffer, N.N. and Michaeli, T.",
        TITLE = "Multispectral Reconstruction From Reference Objects in the Scene",
        BOOKTITLE = PBDL19,
        YEAR = "2019",
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@inproceedings{bb229550,
        AUTHOR = "Han, X. and Shi, B. and Zheng, Y.",
        TITLE = "Residual HSRCNN:
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        YEAR = "2018",
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@inproceedings{bb229551,
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        TITLE = "2D-3D CNN Based Architectures for Spectral Reconstruction from RGB
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@inproceedings{bb229552,
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        BOOKTITLE = Restoration18,
        YEAR = "2018",
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@inproceedings{bb229553,
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@inproceedings{bb229554,
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@inproceedings{bb229555,
        AUTHOR = "Xiong, Z. and Shi, Z. and Li, H. and Wang, L. and Liu, D. and Wu, F.",
        TITLE = "HSCNN:
CNN-Based Hyperspectral Image Recovery from Spectrally 
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