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TITLE = "3-D Fourier Scattering Transform and Classification of Hyperspectral
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JOURNAL = GeoRS,
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YEAR = "2021",
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AUTHOR = "Wu, H.J. and Li, D. and Wang, Y.J. and Li, X.J. and Kong, F.Q. and Wang, Q.",
TITLE = "Hyperspectral Image Classification Based on Two-Branch
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YEAR = "2021",
NUMBER = "21",
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AUTHOR = "Farooque, G. and Xiao, L. and Yang, J.X. and Sargano, A.B.",
TITLE = "Hyperspectral Image Classification via a Novel Spectral-Spatial 3D
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JOURNAL = RS,
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YEAR = "2021",
NUMBER = "21",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT134296"}
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AUTHOR = "Yu, Y. and Ma, Y. and Mei, X.G. and Fan, F. and Huang, J. and Ma, J.Y.",
TITLE = "A Spatial-Spectral Feature Descriptor for Hyperspectral Image
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YEAR = "2021",
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AUTHOR = "Ling, J.M. and Li, L. and Wang, H.Y.",
TITLE = "Improved Fusion of Spatial Information into Hyperspectral
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JOURNAL = RS,
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YEAR = "2021",
NUMBER = "23",
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AUTHOR = "Yuan, Y. and Wang, C.Z. and Jiang, Z.Y.",
TITLE = "Proxy-Based Deep Learning Framework for Spectral-Spatial
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JOURNAL = GeoRS,
VOLUME = "60",
YEAR = "2022",
PAGES = "1-15",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT134299"}
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AUTHOR = "Miclea, A.V. and Terebes, R.M. and Meza, S. and Cislariu, M.",
TITLE = "On Spectral-Spatial Classification of Hyperspectral Images Using
Image Denoising and Enhancement Techniques, Wavelet Transforms and
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NUMBER = "6",
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AUTHOR = "Liang, N.N. and Duan, P. and Xu, H.F. and Cui, L.",
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AUTHOR = "Fu, Y. and Zhang, T. and Wang, L.Z. and Huang, H.",
TITLE = "Coded Hyperspectral Image Reconstruction Using Deep External and
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AUTHOR = "Zhang, T. and Fu, Y. and Wang, L.Z. and Huang, H.",
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BOOKTITLE = ICCV19,
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AUTHOR = "Wang, L.Z. and Sun, C. and Fu, Y. and Kim, M.H. and Huang, H.",
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AUTHOR = "Praveen, B. and Menon, V.",
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AUTHOR = "Chen, Y.H. and Yan, Q.Y. and Huang, W.M.",
TITLE = "MSSFF: Advancing Hyperspectral Classification through Higher-Accuracy
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AUTHOR = "Kang, J.F. and Zhang, Y.N. and Liu, X.C. and Cheng, Z.X.",
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AUTHOR = "Bai, X.T. and Qi, B. and Jin, L.X. and Li, G.N. and Li, J.",
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AUTHOR = "Zhang, Z.B. and Wang, S. and Zhang, W.L.",
TITLE = "Dilated Spectral-Spatial Gaussian Transformer Net for Hyperspectral
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AUTHOR = "Liu, S.J.",
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AUTHOR = "Ghamisi, P. and Benediktsson, J.A. and Ulfarsson, M.O.",
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AUTHOR = "Tu, B. and Kuang, W. and Zhao, G. and Fei, H.Y.",
TITLE = "Hyperspectral Image Classification via Superpixel Spectral Metrics
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AUTHOR = "Tu, B. and Li, N.Y. and Fang, L.Y. and Fei, H.Y. and He, D.B.",
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Correlation Representation",
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AUTHOR = "Tu, B. and Li, N.Y. and Fang, L.Y. and Yang, X.C. and Wu, J.H.",
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@inproceedings{bb138365,
AUTHOR = "Yang, G. and Wang, Z.H.",
TITLE = "Light-Weight Self-Supervised Contrastive Learning Network For Small
Sample Hyperspectral Image Classification",
BOOKTITLE = ICIP24,
YEAR = "2024",
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AUTHOR = "Li, N.Y. and Wang, Z.H.",
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Classification",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "3832-3836",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT134360"}
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AUTHOR = "Fang, L.Y. and Li, S.T. and Duan, W. and Ren, J.C. and Benediktsson, J.A.",
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AUTHOR = "Zhang, S.Z. and Li, S.T. and Fu, W. and Fang, L.Y.",
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@article{bb138369,
AUTHOR = "Yue, J. and Fang, L.Y. and He, M.",
TITLE = "Spectral-Spatial Latent Reconstruction for Open-Set Hyperspectral
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AUTHOR = "Mou, L.C. and Lu, X.Q. and Li, X.L. and Zhua, X.X.",
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AUTHOR = "Fang, L.Y. and Li, S.T. and Kang, X.D. and Benediktsson, J.A.",
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Adaptive Sparse Representation",
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AUTHOR = "Duan, P. and Ghamisi, P. and Kang, X.D. and Rasti, B. and Li, S.T. and Gloaguen, R.",
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Classification",
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AUTHOR = "Tu, B. and Zhang, X.F. and Kang, X.D. and Zhang, G.Y. and Li, S.T.",
TITLE = "Density Peak-Based Noisy Label Detection for Hyperspectral Image
Classification",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT134367"}
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AUTHOR = "Fu, W. and Li, S.T. and Fang, L.Y. and Benediktsson, J.A.",
TITLE = "Contextual Online Dictionary Learning for Hyperspectral Image
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT134368"}
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AUTHOR = "Sun, H. and Zheng, X.T. and Lu, X.Q. and Wu, S.Y.",
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Classification",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT134369"}
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AUTHOR = "Zheng, X.T. and Sun, H. and Lu, X.Q. and Xie, W.",
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Classification",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT134370"}
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AUTHOR = "Zhang, B. and Chen, Y.X. and Xiong, S.W. and Lu, X.Q.",
TITLE = "Hyperspectral Image Classification via Cascaded Spatial
Cross-Attention Network",
JOURNAL = IP,
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YEAR = "2025",
PAGES = "899-913",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT134371"}
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AUTHOR = "Hong, Q.Q. and Zhong, X.Y. and Chen, W.T. and Zhang, Z.H. and Li, B. and Sun, H. and Yang, T.B. and Tan, C.W.",
TITLE = "SATNet: A Spatial Attention Based Network for Hyperspectral Image
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT134372"}
@article{bb138379,
AUTHOR = "Hong, Q.Q. and Zhong, X.Y. and Chen, W.T. and Zhang, Z.H. and Li, B.",
TITLE = "Hyperspectral Image Classification Network Based on 3D Octave
Convolution and Multiscale Depthwise Separable Convolution",
JOURNAL = IJGI,
VOLUME = "12",
YEAR = "2023",
NUMBER = "12",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT134373"}
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AUTHOR = "Tu, B. and Zhang, X.F. and Kang, X.D. and Wang, J.P. and Benediktsson, J.A.",
TITLE = "Spatial Density Peak Clustering for Hyperspectral Image
Classification With Noisy Labels",
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NUMBER = "7",
MONTH = "July",
PAGES = "5085-5097",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT134374"}
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AUTHOR = "Jia, S. and Zhuang, J.Y. and Deng, L. and Zhu, J.S. and Xu, M. and Zhou, J. and Jia, X.P.",
TITLE = "3-D Gaussian-Gabor Feature Extraction and Selection for Hyperspectral
Imagery Classification",
JOURNAL = GeoRS,
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MONTH = "November",
PAGES = "8813-8826",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT134375"}
@article{bb138382,
AUTHOR = "Deng, B. and Jia, S. and Shi, D.M.",
TITLE = "Deep Metric Learning-Based Feature Embedding for Hyperspectral Image
Classification",
JOURNAL = GeoRS,
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PAGES = "1422-1435",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT134376"}
@inproceedings{bb138383,
AUTHOR = "Jia, S. and Deng, B. and Xie, H.M. and Deng, L.",
TITLE = "A Gabor feature fusion framework for hyperspectral imagery
classification",
BOOKTITLE = ICIP17,
YEAR = "2017",
PAGES = "2394-2397",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT134377"}
@article{bb138384,
AUTHOR = "Zhu, J. and Hu, J. and Jia, S. and Jia, X. and Li, Q.",
TITLE = "Multiple 3-D Feature Fusion Framework for Hyperspectral Image
Classification",
JOURNAL = GeoRS,
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PAGES = "1873-1886",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT134378"}
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AUTHOR = "Chen, Y.S. and Huang, L.B. and Zhu, L. and Yokoya, N. and Jia, X.P.",
TITLE = "Fine-Grained Classification of Hyperspectral Imagery Based on Deep
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@article{bb138386,
AUTHOR = "Lu, T. and Li, S.T. and Fang, L.Y. and Jia, X.P. and Benediktsson, J.A.",
TITLE = "From Subpixel to Superpixel: A Novel Fusion Framework for
Hyperspectral Image Classification",
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PAGES = "4398-4411",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT134380"}
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AUTHOR = "Jia, S. and Deng, B. and Zhu, J.S. and Jia, X.P. and Li, Q.Q.",
TITLE = "Superpixel-Based Multitask Learning Framework for Hyperspectral Image
Classification",
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PAGES = "2575-2588",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT134381"}
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AUTHOR = "Jia, S. and Deng, B. and Zhu, J.S. and Jia, X.P. and Li, Q.Q.",
TITLE = "Local Binary Pattern-Based Hyperspectral Image Classification With
Superpixel Guidance",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT134382"}
@article{bb138389,
AUTHOR = "Jia, S. and Wu, K.L. and Zhu, J.S. and Jia, X.P.",
TITLE = "Spectral-Spatial Gabor Surface Feature Fusion Approach for
Hyperspectral Imagery Classification",
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PAGES = "1142-1154",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT134383"}
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AUTHOR = "Jia, S. and Deng, X.L. and Zhu, J.S. and Xu, M. and Zhou, J. and Jia, X.P.",
TITLE = "Collaborative Representation-Based Multiscale Superpixel Fusion for
Hyperspectral Image Classification",
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PAGES = "7770-7784",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT134384"}
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AUTHOR = "Jia, S. and Shen, L.L. and Li, Q.Q.",
TITLE = "Gabor Feature-Based Collaborative Representation for Hyperspectral
Imagery Classification",
JOURNAL = GeoRS,
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@article{bb138392,
AUTHOR = "Shen, L.L. and Jia, S.",
TITLE = "Three-Dimensional Gabor Wavelets for Pixel-Based Hyperspectral Imagery
Classification",
JOURNAL = GeoRS,
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@article{bb138393,
AUTHOR = "Jia, S. and Shen, L.L. and Zhu, J. and Li, Q.Q.",
TITLE = "A 3-D Gabor Phase-Based Coding and Matching Framework for
Hyperspectral Imagery Classification",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT134387"}
@article{bb138394,
AUTHOR = "Jia, S. and Deng, X.L. and Xu, M. and Zhou, J. and Jia, X.P.",
TITLE = "Superpixel-Level Weighted Label Propagation for Hyperspectral Image
Classification",
JOURNAL = GeoRS,
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT134388"}
@inproceedings{bb138395,
AUTHOR = "Jia, S. and Xie, H. and Deng, X.",
TITLE = "Extended Morphological Profile-based Gabor Wavelets for Hyperspectral
Image Classification",
BOOKTITLE = ICPR18,
YEAR = "2018",
PAGES = "782-787",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT134389"}
@article{bb138396,
AUTHOR = "Jia, S. and Zhao, Q.Q. and Zhuang, J.Y. and Tang, D.D. and Long, Y.Q. and Xu, M. and Zhou, J. and Li, Q.Q.",
TITLE = "Flexible Gabor-Based Superpixel-Level Unsupervised LDA for
Hyperspectral Image Classification",
JOURNAL = GeoRS,
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PAGES = "10394-10409",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT134390"}
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AUTHOR = "Jia, S. and Hu, J. and Zhu, J.S. and Jia, X.P. and Li, Q.Q.",
TITLE = "Three-Dimensional Local Binary Patterns for Hyperspectral Imagery
Classification",
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AUTHOR = "Jia, S. and Hu, J. and Xie, Y. and Shen, L.L. and Jia, X.P. and Li, Q.Q.",
TITLE = "Gabor Cube Selection Based Multitask Joint Sparse Representation for
Hyperspectral Image Classification",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT134392"}
@article{bb138399,
AUTHOR = "Huang, L.B. and Chen, Y.S. and He, X. and Ghamisi, P.",
TITLE = "Supervised Contrastive Learning-Based Classification for
Hyperspectral Image",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "21",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT134393"}
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