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TITLE = "Reshaping Hyperspectral Data into a Two-Dimensional Image for a CNN
Model to Classify Plant Species from Reflectance",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "16",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ba2.html#TT146572"}
@article{bb150656,
AUTHOR = "Deng, C.Z. and Chen, Y.G. and Zhang, S.Q. and Li, F. and Lai, P.F. and Su, D.L. and Hu, M. and Wang, S.Q.",
TITLE = "Robust Dual Spatial Weighted Sparse Unmixing for Remotely Sensed
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JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "16",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ba2.html#TT146573"}
@article{bb150657,
AUTHOR = "You, M. and Meng, X.C. and Wang, Y.S. and Jin, H.Y. and Zhai, C.T. and Yuan, A.",
TITLE = "Hyperspectral Band Selection via Band Grouping and Adaptive
Multi-Graph Constraint",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "17",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ba2.html#TT146574"}
@article{bb150658,
AUTHOR = "Xie, J.Y. and Ma, Z.Y. and Chang, D.L. and Zhang, G.Q. and Guo, J.",
TITLE = "GPCA: A Probabilistic Framework for Gaussian Process Embedded Channel
Attention",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "11",
MONTH = "November",
PAGES = "8230-8248",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ba2.html#TT146575"}
@article{bb150659,
AUTHOR = "Sun, X.D. and Shen, X. and Pang, H.J. and Fu, X.P.",
TITLE = "Multiple Band Prioritization Criteria-Based Band Selection for
Hyperspectral Imagery",
JOURNAL = RS,
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YEAR = "2022",
NUMBER = "22",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ba2.html#TT146576"}
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AUTHOR = "Shang, X.D. and Duan, Y.Q. and Wang, X.P. and Fu, B.J. and Sun, X.D.",
TITLE = "Anomaly-background separation and particle swarm optimization based
band selection for hyperspectral anomaly detection",
JOURNAL = IET-IPR,
VOLUME = "18",
YEAR = "2024",
NUMBER = "8",
PAGES = "2053-2063",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ba2.html#TT146577"}
@article{bb150661,
AUTHOR = "Habermann, M. and Shiguemori, E.H. and Fremont, V.",
TITLE = "Unsupervised Cluster-Wise Hyperspectral Band Selection for
Classification",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "21",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ba2.html#TT146578"}
@article{bb150662,
AUTHOR = "Deng, C.W. and Jing, D.L. and Ding, Z.H. and Han, Y.Q.",
TITLE = "Sparse Channel Pruning and Assistant Distillation for Faster Aerial
Object Detection",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "21",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ba2.html#TT146579"}
@inproceedings{bb150663,
AUTHOR = "Lin, L. and Chen, S.J. and Yang, Y.J. and Guo, Z.H.",
TITLE = "AACP: Model Compression by Accurate and Automatic Channel Pruning",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "2049-2055",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ba2.html#TT146580"}
@article{bb150664,
AUTHOR = "Yang, H. and Chen, M. and Wu, G.W. and Wang, J.L. and Wang, Y.X. and Hong, Z.H.",
TITLE = "Double Deep Q-Network for Hyperspectral Image Band Selection in Land
Cover Classification Applications",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "3",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ba2.html#TT146581"}
@article{bb150665,
AUTHOR = "Zhang, Y.F. and Li, X. and Wei, B.G. and Li, L.X. and Yue, S.G.",
TITLE = "A Fast Hyperspectral Tracking Method via Channel Selection",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "6",
PAGES = "1557",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ba2.html#TT146582"}
@article{bb150666,
AUTHOR = "Ou, X.F. and Wu, M. and Tu, B. and Zhang, G. and Li, W.",
TITLE = "Multi-Objective Unsupervised Band Selection Method for Hyperspectral
Images Classification",
JOURNAL = IP,
VOLUME = "32",
YEAR = "2023",
PAGES = "1952-1965",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ba2.html#TT146583"}
@article{bb150667,
AUTHOR = "Li, Y. and Wu, R.Y. and Tan, Q.J. and Yang, Z.C. and Huang, H.",
TITLE = "Masked Spectral Bands Modeling with Shifted Windows: An Excellent
Self-Supervised Learner for Classification of Medical Hyperspectral
Images",
JOURNAL = SPLetters,
VOLUME = "30",
YEAR = "2023",
PAGES = "543-547",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ba2.html#TT146584"}
@article{bb150668,
AUTHOR = "Wang, J. and Tang, C. and Liu, X.W. and Zhang, W. and Li, W.Q. and Zhu, X.Z. and Wang, L.Z. and Zomaya, A.Y.",
TITLE = "Region-Aware Hierarchical Latent Feature Representation
Learning-Guided Clustering for Hyperspectral Band Selection",
JOURNAL = Cyber,
VOLUME = "53",
YEAR = "2023",
NUMBER = "8",
MONTH = "August",
PAGES = "5250-5263",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ba2.html#TT146585"}
@article{bb150669,
AUTHOR = "Hu, T.R. and Gao, P.C. and Ye, S.J. and Shen, S.",
TITLE = "Improved SR-SSIM Band Selection Method Based on Band Subspace
Partition",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "14",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ba2.html#TT146586"}
@article{bb150670,
AUTHOR = "Liao, B. and Li, Y.X. and Liu, W. and Gao, X.J. and Wang, M.W.",
TITLE = "Discarding-Recovering and Co-Evolution Mechanisms Based
Evolutionary Algorithm for Hyperspectral Feature Selection",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "15",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ba2.html#TT146587"}
@article{bb150671,
AUTHOR = "Wang, X.Y. and Qian, L.X. and Hong, M. and Liu, Y.F.",
TITLE = "Dual Homogeneous Patches-Based Band Selection Methodology for
Hyperspectral Classification",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "15",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ba2.html#TT146588"}
@article{bb150672,
AUTHOR = "Li, X.R. and Liu, Y.F. and Hua, Z.Q. and Chen, S.H.",
TITLE = "An Unsupervised Band Selection Method via Contrastive Learning for
Hyperspectral Images",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "23",
PAGES = "5495",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ba2.html#TT146589"}
@article{bb150673,
AUTHOR = "Wang, Y.L. and Ma, H.P. and Yang, Y.C. and Zhao, E. and Song, M.P. and Yu, C.Y.",
TITLE = "Self-Supervised Deep Multi-Level Representation Learning Fusion-Based
Maximum Entropy Subspace Clustering for Hyperspectral Band Selection",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "2",
PAGES = "224",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ba2.html#TT146590"}
@article{bb150674,
AUTHOR = "Pesaresi, S. and Mancini, A. and Quattrini, G. and Casavecchia, S.",
TITLE = "Evaluation and Selection of Multi-Spectral Indices to Classify
Vegetation Using Multivariate Functional Principal Component Analysis",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "7",
PAGES = "1224",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ba2.html#TT146591"}
@article{bb150675,
AUTHOR = "Cui, C.Y. and Sun, X.D. and Fu, B. and Shang, X.D.",
TITLE = "SSANet-BS: Spectral-Spatial Cross-Dimensional Attention Network for
Hyperspectral Band Selection",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "15",
PAGES = "2848",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ba2.html#TT146592"}
@article{bb150676,
AUTHOR = "Zhang, Y.S. and Qi, J.W. and Wang, X.X. and Cai, Z.H. and Peng, J.T. and Zhou, Y.C.",
TITLE = "Tensorial Global-Local Graph Self-Representation for Hyperspectral
Band Selection",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "13213-13225",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ba2.html#TT146593"}
@article{bb150677,
AUTHOR = "Han, B. and Liu, M.Q. and Ma, Z.Y. and Zhang, K. and Xu, Y.K. and Wang, J.Y. and Wang, Q.",
TITLE = "Hyperspectral Band Selection with Unique Pixel Extraction and
Adaptive Neighbor Clustering",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "2",
PAGES = "315",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ba2.html#TT146594"}
@article{bb150678,
AUTHOR = "Hu, T.R. and Guo, X. and Gao, P.",
TITLE = "Hyperspectral Band Selection Method Based on Global Partition
Clustering",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "3",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ba2.html#TT146595"}
@article{bb150679,
AUTHOR = "Zhuang, J.B. and Chen, W.Y. and Huang, X. and Yan, Y.",
TITLE = "Band Selection Algorithm Based on Multi-Feature and Affinity
Propagation Clustering",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "2",
PAGES = "193",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ba2.html#TT146596"}
@article{bb150680,
AUTHOR = "Guo, Y. and Wang, Q.Q. and Hu, B.L. and Qian, X.M. and Ye, H.B.",
TITLE = "Two-Stage Unsupervised Hyperspectral Band Selection Based on Deep
Reinforcement Learning",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "4",
PAGES = "586",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ba2.html#TT146597"}
@article{bb150681,
AUTHOR = "Henneberger, K. and Qin, J.",
TITLE = "Hyperspectral Band Selection via Tensor Low Rankness and Generalized
3DTV",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "4",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ba2.html#TT146598"}
@article{bb150682,
AUTHOR = "Tan, Y. and Gu, J.T. and Lu, L.J. and Zhang, L.Y. and Huang, J.Y. and Pan, L. and Lv, Y. and Wang, Y.P. and Chen, Y.",
TITLE = "Hyperspectral Band Selection for Crop Identification and Mapping of
Agriculture",
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VOLUME = "17",
YEAR = "2025",
NUMBER = "4",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ba2.html#TT146599"}
@article{bb150683,
AUTHOR = "Chen, W.B. and Zhi, X. and Hu, J.M. and Yu, L.J. and Han, Q.C. and Zhang, W.",
TITLE = "Genetic Algorithm-Based Weighted Constraint Target Band Selection for
Hyperspectral Target Detection",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "4",
PAGES = "673",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ba2.html#TT146600"}
@article{bb150684,
AUTHOR = "Liu, J.R. and Lan, J.H. and Zeng, Y.L. and Luo, W. and Zhuang, Z.X. and Zou, J.L.",
TITLE = "Explainability Feature Bands Adaptive Selection for Hyperspectral
Image Classification",
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YEAR = "2025",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ba2.html#TT146601"}
@article{bb150685,
AUTHOR = "Lu, W. and Ding, X.J. and Jiang, Y. and Chu, J.H.",
TITLE = "A Novel Pruning Algorithm Based on Data-Driven and Knowledge-Driven
Global Channel Pruning",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "2504-2508",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ba2.html#TT146602"}
@article{bb150686,
AUTHOR = "Liu, L.Y. and Wang, Y.Y. and Hua, C.Q.",
TITLE = "Global and Fast Refinement of Greedy Sensor Selection Algorithms for
Linear Models",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "2574-2578",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ba2.html#TT146603"}
@article{bb150687,
AUTHOR = "Fu, D.R. and Zeng, Y. and Zhao, J.H.",
TITLE = "DFAST: A Differential-Frequency Attention-Based Band Selection
Transformer for Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "14",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ba2.html#TT146604"}
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AUTHOR = "Liu, W.C. and Xiao, J.P. and Liu, R.Y. and Liu, Y. and Tao, Y.Z. and Zhang, T. and Gan, F. and Zhou, P. and Dong, Y.B. and Zhou, Q.",
TITLE = "Optimizing Hyperspectral Desertification Monitoring Through
Metaheuristic-Enhanced Wavelet Packet Noise Reduction and Feature
Band Selection",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "14",
PAGES = "2444",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ba2.html#TT146605"}
@article{bb150689,
AUTHOR = "Feng, W. and Tang, C. and Zeng, C. and Liu, X.W. and Jiang, J.J. and Li, X.J. and Zhu, X.Z.",
TITLE = "Diversity Learning Guided Dual Graph Autoencoder for Unsupervised
Hyperspectral Band Selection",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "12",
MONTH = "December",
PAGES = "11740-11753",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ba2.html#TT146606"}
@article{bb150690,
AUTHOR = "Yu, H.Y. and Zheng, H. and Yao, T. and Zhang, Y.L. and Zhang, D.",
TITLE = "Wrapped Unsupervised Hyperspectral Band Selection via Reconstruction
Error from Wasserstein Generative Adversarial Network",
JOURNAL = RS,
VOLUME = "18",
YEAR = "2026",
NUMBER = "2",
PAGES = "326",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ba2.html#TT146607"}
@article{bb150691,
AUTHOR = "Gao, L. and Xue, X. and Zheng, H.W.",
TITLE = "Sparse Hyperspectral Band Selection Based on Expectation Maximization",
JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
NUMBER = "1",
MONTH = "January",
PAGES = "1265-1278",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ba2.html#TT146608"}
@article{bb150692,
AUTHOR = "Qi, A. and Li, H.Y. and Chen, H.L. and Zhao, D.",
TITLE = "Band selection for hyperspectral image based on spatial-spectral 2D
Kapur's entropy correlations",
JOURNAL = PR,
VOLUME = "178",
YEAR = "2026",
PAGES = "113426",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ba2.html#TT146609"}
@article{bb150693,
AUTHOR = "Kumagai, E. and Yabiku, T. and Masuya, Y. and Kimura, K. and Fushimi, E. and Nomiyama, R.",
TITLE = "Trait-Dependent Effects of Band Selection on Predicting Soybean
Biomass, Leaf Area Index, and Canopy Cover from Hyperspectral
Reflectance",
JOURNAL = RS,
VOLUME = "18",
YEAR = "2026",
NUMBER = "13",
PAGES = "2179",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ba2.html#TT146610"}
@article{bb150694,
AUTHOR = "Li, W. and Qin, G. and Liu, H. and Zhang, X. and Zhou, Y.F. and Zhang, H. and Xia, X.G.",
TITLE = "Data-Driven Band Optimization and Frequency-Aware Modeling in Medical
Hyperspectral Image Segmentation",
JOURNAL = MedImg,
VOLUME = "45",
YEAR = "2026",
NUMBER = "7",
MONTH = "July",
PAGES = "3572-3585",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ba2.html#TT146611"}
@article{bb150695,
AUTHOR = "Hajiani, M.A. and Seyfe, B.",
TITLE = "Random sampling in hyperspectral image classification with supervised
band selection",
JOURNAL = PR,
VOLUME = "180",
YEAR = "2026",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ba2.html#TT146612"}
@article{bb150696,
AUTHOR = "Li, A. and Liu, X. and Khelifi, F.",
TITLE = "Underwater Hyperspectral Image Band Selection and Object Type
Detection Method Based on Continuity and Label Constraints",
JOURNAL = RS,
VOLUME = "18",
YEAR = "2026",
NUMBER = "15",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ba2.html#TT146613"}
@article{bb150697,
AUTHOR = "Zhu, H.X. and Gao, F. and Zhu, T. and Zhou, R. and Xing, J.Y. and Fan, J.Y. and Pan, M.Z. and Fang, P.P. and Wang, Y.K.",
TITLE = "Reliability-Aware Adaptive Band Gating with Domain Expansion for
Cross-Scene Hyperspectral Band Selection",
JOURNAL = RS,
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YEAR = "2026",
NUMBER = "17",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ba2.html#TT146614"}
@inproceedings{bb150698,
AUTHOR = "Ma, C.Y. and Ghobakhlou, A. and Yong Chareon, S.",
TITLE = "Attention-Guided Band Pruning for Efficient Hyperspectral Early Grape
Leaf Disease Detection",
BOOKTITLE = IVCNZ25,
YEAR = "2025",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ba2.html#TT146615"}
@inproceedings{bb150699,
AUTHOR = "Yellin, F. and McCloskey, S. and Hill, C. and Smith, E. and Clipp, B.",
TITLE = "Concurrent Band Selection and Traversability Estimation from
Long-Wave Hyperspectral Imagery in Off-Road Settings",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "7468-7477",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ba2.html#TT146616"}
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