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AUTHOR = "Lee, J. and Cai, X.H. and Schonlieb, C.B. and Coomes, D.A.",
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Photographic Imagery of Wooded Landscapes",
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AUTHOR = "Brell, M. and Rogass, C. and Segl, K. and Bookhagen, B. and Guanter, L.",
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AUTHOR = "Demarchi, L. and Canters, F. and Cariou, C. and Licciardi, G. and Chan, J.C.W.",
TITLE = "Assessing the performance of two unsupervised dimensionality
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TITLE = "Synergistic Use of LiDAR and APEX Hyperspectral Data for
High-Resolution Urban Land Cover Mapping",
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AUTHOR = "Brell, M. and Segl, K. and Guanter, L. and Bookhagen, B.",
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Rigorous Correction of Illumination, Anisotropic Effects, and Cross
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AUTHOR = "Kandare, K. and Dalponte, M. and Orka, H.O. and Frizzera, L. and Nęsset, E.",
TITLE = "Prediction of Species-Specific Volume Using Different Inventory
Approaches by Fusing Airborne Laser Scanning and Hyperspectral Data",
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AUTHOR = "Rasti, B. and Ghamisi, P. and Plaza, J. and Plaza, A.",
TITLE = "Fusion of Hyperspectral and LiDAR Data Using Sparse and Low-Rank
Component Analysis",
JOURNAL = GeoRS,
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MONTH = "November",
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AUTHOR = "Rasti, B. and Ghamisi, P. and Ulfarsson, M.O.",
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Analysis",
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AUTHOR = "Rasti, B. and Ulfarsson, M.O. and Sveinsson, J.R.",
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AUTHOR = "Rasti, B. and Ghamisi, P. and Gloaguen, R.",
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Variation Component Analysis",
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AUTHOR = "Li, H. and Ghamisi, P. and Soergel, U. and Zhu, X.X.",
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AUTHOR = "Aytaylan, H. and Yuksel, S.E.",
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JOURNAL = IET-CV,
VOLUME = "13",
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NUMBER = "3",
MONTH = "April",
PAGES = "285-293",
BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl503hsilid1.html#TT115708"}
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AUTHOR = "Brell, M. and Segl, K. and Guanter, L. and Bookhagen, B.",
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scanning and hyperspectral imaging sensors for improved object-based
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AUTHOR = "Li, Y.S. and Ge, C. and Sun, W.W. and Peng, J.T. and Du, Q. and Wang, K.",
TITLE = "Hyperspectral and LiDAR Data Fusion Classification Using Superpixel
Segmentation-Based Local Pixel Neighborhood Preserving Embedding",
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AUTHOR = "Slawik, L. and Niedzielko, J. and Kania, A. and Piorkowski, H. and Kopec, D.",
TITLE = "Multiple Flights or Single Flight Instrument Fusion of Hyperspectral
and ALS Data? A Comparison of their Performance for Vegetation
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NUMBER = "8",
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BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl503hsilid1.html#TT115711"}
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AUTHOR = "Xue, Z.H. and Yang, S. and Zhang, H.Y. and Du, P.J.",
TITLE = "Coupled Higher-Order Tensor Factorization for Hyperspectral and LiDAR
Data Fusion and Classification",
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NUMBER = "17",
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BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl503hsilid1.html#TT115712"}
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AUTHOR = "Hang, R. and Li, Z. and Ghamisi, P. and Hong, D. and Xia, G. and Liu, Q.",
TITLE = "Classification of Hyperspectral and LiDAR Data Using Coupled CNNs",
JOURNAL = GeoRS,
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AUTHOR = "Zhao, X. and Tao, R. and Li, W. and Li, H.C. and Du, Q. and Liao, W. and Philips, W.",
TITLE = "Joint Classification of Hyperspectral and LiDAR Data Using
Hierarchical Random Walk and Deep CNN Architecture",
JOURNAL = GeoRS,
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MONTH = "October",
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AUTHOR = "Jia, S. and Zhan, Z.W. and Zhang, M. and Xu, M. and Huang, Q. and Zhou, J. and Jia, X.P.",
TITLE = "Multiple Feature-Based Superpixel-Level Decision Fusion for
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JOURNAL = GeoRS,
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MONTH = "February",
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AUTHOR = "Jia, S. and Zhang, M. and Xian, J.J. and Zhuang, J.Y. and Huang, Q.",
TITLE = "Superpixel-Based Feature Extraction and Fusion Method for
Hyperspectral and LiDAR Classification",
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YEAR = "2018",
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BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl503hsilid1.html#TT115716"}
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AUTHOR = "Tu, B. and Zhu, Y. and Zhou, C. and Chen, S.Y. and Plaza, A.",
TITLE = "Optimized Spatial Gradient Transfer for Hyperspectral-LiDAR Data
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AUTHOR = "Decker, K.T. and Borghetti, B.J.",
TITLE = "Composite Style Pixel and Point Convolution-Based Deep Fusion Neural
Network Architecture for the Semantic Segmentation of Hyperspectral
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AUTHOR = "Norton, C.L. and Hartfield, K. and Collins, C.D.H. and van Leeuwen, W.J.D. and Metz, L.J.",
TITLE = "Multi-Temporal LiDAR and Hyperspectral Data Fusion for Classification
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AUTHOR = "Zhou, L. and Geng, J. and Jiang, W.",
TITLE = "Joint Classification of Hyperspectral and LiDAR Data Based on
Position-Channel Cooperative Attention Network",
JOURNAL = RS,
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AUTHOR = "Zhang, M. and Gao, F. and Zhang, T. and Gan, Y.H. and Dong, J.Y. and Yu, H.",
TITLE = "Attention Fusion of Transformer-Based and Scale-Based Method for
Hyperspectral and LiDAR Joint Classification",
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AUTHOR = "Wu, H.B. and Dai, S.Y. and Liu, C.Y. and Wang, A. and Iwahori, Y.",
TITLE = "A Novel Dual-Encoder Model for Hyperspectral and LiDAR Joint
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AUTHOR = "Zhang, M.M. and Li, W. and Zhang, Y.X. and Tao, R. and Du, Q.",
TITLE = "Hyperspectral and LiDAR Data Classification Based on Structural
Optimization Transmission",
JOURNAL = Cyber,
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BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl503hsilid1.html#TT115723"}
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AUTHOR = "Song, H. and Yang, Y.W. and Gao, X.J. and Zhang, M. and Li, S.H. and Liu, B. and Wang, Y.J. and Kou, Y.",
TITLE = "Joint Classification of Hyperspectral and LiDAR Data Using
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BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl503hsilid1.html#TT115724"}
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AUTHOR = "Hanus, J. and Slezak, L. and Fabianek, T. and Fajmon, L. and Hanousek, T. and Janoutova, R. and Kopkane, D. and Novotny, J. and Pavelka, K. and Pikl, M. and Zemek, F. and Homolova, L.",
TITLE = "Flying Laboratory of Imaging Systems: Fusion of Airborne
Hyperspectral and Laser Scanning for Ecosystem Research",
JOURNAL = RS,
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NUMBER = "12",
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AUTHOR = "Dong, W.Q. and Yang, T. and Qu, J.H. and Zhang, T. and Xiao, S. and Li, Y.S.",
TITLE = "Joint Contextual Representation Model-Informed Interpretable Network
With Dictionary Aligning for Hyperspectral and LiDAR Classification",
JOURNAL = CirSysVideo,
VOLUME = "33",
YEAR = "2023",
NUMBER = "11",
MONTH = "November",
PAGES = "6804-6818",
BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl503hsilid1.html#TT115726"}
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AUTHOR = "Huang, J. and Zhang, Y.H. and Yang, F. and Chai, L.",
TITLE = "Attention-Guided Fusion and Classification for Hyperspectral and
LiDAR Data",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "1",
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BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl503hsilid1.html#TT115727"}
@article{bb119153,
AUTHOR = "Xu, H.T. and Zheng, T. and Liu, Y.Z. and Zhang, Z.Y. and Xue, C.B. and Li, J.J.",
TITLE = "A Joint Convolutional Cross ViT Network for Hyperspectral and Light
Detection and Ranging Fusion Classification",
JOURNAL = RS,
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YEAR = "2024",
NUMBER = "3",
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BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl503hsilid1.html#TT115728"}
@article{bb119154,
AUTHOR = "Wang, M.H. and Sun, Y.X. and Xiang, J.H. and Sun, R. and Zhong, Y.",
TITLE = "Joint Classification of Hyperspectral and LiDAR Data Based on
Adaptive Gating Mechanism and Learnable Transformer",
JOURNAL = RS,
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YEAR = "2024",
NUMBER = "6",
PAGES = "1080",
BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl503hsilid1.html#TT115729"}
@article{bb119155,
AUTHOR = "Wang, H.Y. and Cheng, Y. and Liu, X.M. and Wang, X.S.",
TITLE = "Reinforcement Learning Based Markov Edge Decoupled Fusion Network for
Fusion Classification of Hyperspectral and LiDAR",
JOURNAL = MultMed,
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YEAR = "2024",
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BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl503hsilid1.html#TT115730"}
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AUTHOR = "Li, Z. and Liu, R.B. and Sun, L. and Zheng, Y.H.",
TITLE = "Multi-Feature Cross Attention-Induced Transformer Network for
Hyperspectral and LiDAR Data Classification",
JOURNAL = RS,
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YEAR = "2024",
NUMBER = "15",
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BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl503hsilid1.html#TT115731"}
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AUTHOR = "Wang, A. and Dai, S.Y. and Wu, H.B. and Iwahori, Y.",
TITLE = "Multimodal Semantic Collaborative Classification for Hyperspectral
Images and LiDAR Data",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "16",
PAGES = "3082",
BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl503hsilid1.html#TT115732"}
@article{bb119158,
AUTHOR = "Myagmarsuren, D. and Wang, A. and Lv, H.R. and Wu, H.B. and Molnar, G. and Yu, L.",
TITLE = "Joint Hyperspectral Images and LiDAR Data Classification Combined
with Quantum-Inspired Entangled Mamba",
JOURNAL = RS,
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YEAR = "2025",
NUMBER = "24",
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BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl503hsilid1.html#TT115733"}
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AUTHOR = "Zhang, J.Q. and Lei, J. and Xie, W.Y. and Yang, G. and Li, D. and Li, Y.S.",
TITLE = "Multimodal Informative ViT: Information Aggregation and Distribution
for Hyperspectral and LiDAR Classification",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "8",
MONTH = "August",
PAGES = "7643-7656",
BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl503hsilid1.html#TT115734"}
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AUTHOR = "Pan, H.Z. and Li, X. and Ge, H. and Wang, L.G. and Shi, C.P.",
TITLE = "A Hierarchical Coarse-Fine Adaptive Fusion Network for the Joint
Classification of Hyperspectral and LiDAR Data",
JOURNAL = RS,
VOLUME = "16",
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NUMBER = "21",
PAGES = "4029",
BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl503hsilid1.html#TT115735"}
@article{bb119161,
AUTHOR = "Wang, R. and Ye, X.X. and Huang, Y. and Ju, M. and Xiang, W.",
TITLE = "GASSF-Net: Geometric Algebra Based Spectral-Spatial Hierarchical
Fusion Network for Hyperspectral and LiDAR Image Classification",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "20",
PAGES = "3825",
BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl503hsilid1.html#TT115736"}
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AUTHOR = "Chen, T. and Chen, S. and Chen, L. and Chen, H. and Zheng, B. and Deng, W.",
TITLE = "Joint Classification of Hyperspectral and LiDAR Data via
Multiprobability Decision Fusion Method",
JOURNAL = RS,
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YEAR = "2024",
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BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl503hsilid1.html#TT115737"}
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AUTHOR = "Liu, J. and Xue, X.Z. and Zuo, Q. and Ren, J.",
TITLE = "Classification of Hyperspectral-LiDAR Dual-View Data Using Hybrid
Feature and Trusted Decision Fusion",
JOURNAL = RS,
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YEAR = "2024",
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AUTHOR = "Wang, X.H. and Song, L.Y. and Feng, Y.N. and Zhu, J.H.",
TITLE = "S3F2Net: Spatial-Spectral-Structural Feature Fusion Network for
Hyperspectral Image and LiDAR Data Classification",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "5",
MONTH = "May",
PAGES = "4801-4815",
BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl503hsilid1.html#TT115739"}
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AUTHOR = "Tian, Y. and Feng, Z. and Tu, L.X. and Ji, C.N. and Han, J.Z. and Zhao, Y. and Zhou, Y.",
TITLE = "Exploring the Effectiveness of Fusing Synchronous/Asynchronous
Airborne Hyperspectral and LiDAR Data for Plant Species
Classification in Semi-Arid Mining Areas",
JOURNAL = RS,
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YEAR = "2025",
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AUTHOR = "Liu, G.G. and Song, J. and Chu, Y.H. and Zhang, L.C. and Li, P. and Xia, J.S.",
TITLE = "Deep Fuzzy Fusion Network for Joint Hyperspectral and LiDAR Data
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AUTHOR = "Zhou, L.Y. and Luo, X.Y. and Xue, R.",
TITLE = "Modal-aware contrastive learning for hyperspectral and LiDAR
classification",
JOURNAL = IVC,
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AUTHOR = "Hussain, K.M. and Zhao, K. and Zhou, Y. and Ali, A. and Li, Y.",
TITLE = "Cross Attention Based Dual-Modality Collaboration for Hyperspectral
Image and LiDAR Data Classification",
JOURNAL = RS,
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AUTHOR = "Hussain, K.M. and Zhao, K. and Pervaiz, S. and Li, Y.",
TITLE = "Global-Local Mamba-Based Dual-Modality Fusion for Hyperspectral and
LiDAR Data Classification",
JOURNAL = RS,
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YEAR = "2026",
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BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl503hsilid1.html#TT115744"}
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JOURNAL = RS,
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YEAR = "2025",
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@article{bb119171,
AUTHOR = "Mei, Y. and Fan, J.L. and Fan, X. and Li, Q.",
TITLE = "CSTC: Visual Transformer Network with Multimodal Dual Fusion for
Hyperspectral and LiDAR Image Classification",
JOURNAL = RS,
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AUTHOR = "Wu, H.B. and Lv, H.R. and Wang, A. and Yan, S.Q. and Molnar, G. and Yu, L. and Wang, M.",
TITLE = "CNN-GCN Coordinated Multimodal Frequency Network for Hyperspectral
Image and LiDAR Classification",
JOURNAL = RS,
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YEAR = "2026",
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BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl503hsilid1.html#TT115747"}
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AUTHOR = "Shi, L. and Li, C.C. and Zeng, Z.C. and Duan, P.H. and Rasti, B. and Plaza, A.",
TITLE = "Masked Self-Attention Fusion Network for Joint Classification of
Hyperspectral and LiDAR Data",
JOURNAL = IP,
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YEAR = "2026",
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BIBSOURCE = "http://www.visionbib.com/bibliography/match-pl503hsilid1.html#TT115748"}
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AUTHOR = "Wang, A. and Yao, M. and Lv, H.R. and Chen, H.S.",
TITLE = "Text Semantic Guided Spatial-Frequency Fusion Network for HSI-LiDAR
Land-Cover Classification",
JOURNAL = RS,
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YEAR = "2026",
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@article{bb119175,
AUTHOR = "Myagmarsuren, D. and Wu, H.B. and Wang, A.",
TITLE = "Multimodal Uncertainty-Aware Gating Fusion and Iterative Feedback
Refinement for HSI-LiDAR Open-Set Classification",
JOURNAL = RS,
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@article{bb119176,
AUTHOR = "Shen, J. and Ma, Y.M. and Yang, H.",
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Hyperspectral and LiDAR Data Joint Classification",
JOURNAL = RS,
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