@article{bb149600,
AUTHOR = "Zhang, Y.S. and Wang, Y. and Chen, X.H. and Jiang, X.W. and Zhou, Y.C.",
TITLE = "Spectral-Spatial Feature Extraction With Dual Graph Autoencoder for
Hyperspectral Image Clustering",
JOURNAL = CirSysVideo,
VOLUME = "32",
YEAR = "2022",
NUMBER = "12",
MONTH = "December",
PAGES = "8500-8511",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT145519"}
@article{bb149601,
AUTHOR = "Huang, Y.X. and Zhang, L. and Huang, C.P. and Qi, W.C. and Song, R.X.",
TITLE = "Parallel Spectral-Spatial Attention Network with Feature
Redistribution Loss for Hyperspectral Change Detection",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "1",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT145520"}
@article{bb149602,
AUTHOR = "Huang, Y.X. and Zhang, L. and Qi, W.C. and Huang, C.P. and Song, R.X.",
TITLE = "Contrastive Self-Supervised Two-Domain Residual Attention Network
with Random Augmentation Pool for Hyperspectral Change Detection",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "15",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT145521"}
@article{bb149603,
AUTHOR = "Li, M.S. and Liu, Y.K. and Xue, G. and Huang, Y. and Yang, G.P.",
TITLE = "Exploring the Relationship Between Center and Neighborhoods: Central
Vector Oriented Self-Similarity Network for Hyperspectral Image
Classification",
JOURNAL = CirSysVideo,
VOLUME = "33",
YEAR = "2023",
NUMBER = "4",
MONTH = "April",
PAGES = "1979-1993",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT145522"}
@article{bb149604,
AUTHOR = "Zhang, J.S. and Zhao, L. and Jiang, H.Z. and Shen, S. and Wang, J. and Zhang, P.Y. and Zhang, W. and Wang, L.Q.",
TITLE = "Hyperspectral Image Classification Based on Dense Pyramidal
Convolution and Multi-Feature Fusion",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "12",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT145523"}
@article{bb149605,
AUTHOR = "Chen, Y.H. and Yan, Q.Y. and Huang, W.M.",
TITLE = "MSSFF: Advancing Hyperspectral Classification through Higher-Accuracy
Multistage Spectral-Spatial Feature Fusion",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "24",
PAGES = "5717",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT145524"}
@article{bb149606,
AUTHOR = "Kang, J.F. and Zhang, Y.N. and Liu, X.C. and Cheng, Z.X.",
TITLE = "Hyperspectral Image Classification Using Spectral-Spatial
Double-Branch Attention Mechanism",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "1",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT145525"}
@article{bb149607,
AUTHOR = "Bai, X.T. and Qi, B. and Jin, L.X. and Li, G.N. and Li, J.",
TITLE = "Fast and Accurate Hyperspectral Image Classification with Window
Shape Adaptive Singular Spectrum Analysis",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "1",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT145526"}
@article{bb149608,
AUTHOR = "Li, S.P. and Liang, L. and Zhang, S.Q. and Zhang, Y. and Plaza, A. and Wang, X.H.",
TITLE = "End-to-End Convolutional Network and Spectral-Spatial Transformer
Architecture for Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "2",
PAGES = "325",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT145527"}
@article{bb149609,
AUTHOR = "Zhang, Z.B. and Wang, S. and Zhang, W.L.",
TITLE = "Dilated Spectral-Spatial Gaussian Transformer Net for Hyperspectral
Image Classification",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "2",
PAGES = "287",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT145528"}
@article{bb149610,
AUTHOR = "Li, S. and Wang, M.W. and Cheng, C. and Gao, X.J. and Ye, Z.W. and Liu, W.",
TITLE = "Spectral-Spatial-Sensorial Attention Network with Controllable
Factors for Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "7",
PAGES = "1253",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT145529"}
@article{bb149611,
AUTHOR = "Gao, Y.H. and Li, W. and Wang, J.J. and Zhang, M.M. and Tao, R.",
TITLE = "Relationship Learning From Multisource Images via Spatial-Spectral
Perception Network",
JOURNAL = IP,
VOLUME = "33",
YEAR = "2024",
PAGES = "3271-3284",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT145530"}
@article{bb149612,
AUTHOR = "Wang, M.H. and Sun, Y.X. and Xiang, J.H. and Sun, R. and Zhong, Y.",
TITLE = "Adaptive Learnable Spectral-Spatial Fusion Transformer for
Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "11",
PAGES = "1912",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT145531"}
@article{bb149613,
AUTHOR = "Zhang, X.Z. and Zhang, A. and Sun, Y. and Wang, J. and Pang, H.Y. and Peng, J.B. and Chen, Y.S. and Zhang, J.X. and Giannico, V. and Legesse, T.G. and Shao, C.L. and Xin, X.P.",
TITLE = "Deep Multi-Order Spatial-Spectral Residual Feature Extractor for Weak
Information Mining in Remote Sensing Imagery",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "11",
PAGES = "1957",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT145532"}
@article{bb149614,
AUTHOR = "Liu, S.J.",
TITLE = "Dual subspace clustering for spectral-spatial hyperspectral image
clustering",
JOURNAL = IVC,
VOLUME = "150",
YEAR = "2024",
PAGES = "105235",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT145533"}
@article{bb149615,
AUTHOR = "Wang, N. and Yang, A. and Cui, Z. and Ding, Y. and Xue, Y.L. and Su, Y.Z.",
TITLE = "Capsule Attention Network for Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "21",
PAGES = "4001",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT145534"}
@article{bb149616,
AUTHOR = "Gong, Z.Q. and Zhou, X. and Yao, W.",
TITLE = "MultiScale Spectral-Spatial Convolutional Transformer for
Hyperspectral Image Classification",
JOURNAL = IET-IPR,
VOLUME = "18",
YEAR = "2024",
NUMBER = "13",
PAGES = "4328-4340",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT145535"}
@article{bb149617,
AUTHOR = "Wang, C.Y. and Zhan, C. and Lu, B. and Yang, W. and Zhang, Y.J. and Wang, G. and Zhao, Z.Z.",
TITLE = "SSFAN: A Compact and Efficient Spectral-Spatial Feature Extraction
and Attention-Based Neural Network for Hyperspectral Image
Classification",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "22",
PAGES = "4202",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT145536"}
@article{bb149618,
AUTHOR = "Zhao, Z.Q. and Yang, C.B. and Qiu, Z.J. and Wu, Q.",
TITLE = "Discrete Cosine Transform-Based Joint Spectral-Spatial Information
Compression and Band-Correlation Calculation for Hyperspectral
Feature Extraction",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "22",
PAGES = "4270",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT145537"}
@article{bb149619,
AUTHOR = "Li, W.J. and Yuan, F.Q. and Zhang, H.K. and Lv, Z.W. and Wu, B.",
TITLE = "Hyperspectral Object Detection Based on Spatial-Spectral Fusion and
Visual Mamba",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "23",
PAGES = "4482",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT145538"}
@article{bb149620,
AUTHOR = "Wang, H.Z. and Li, W. and Xia, X.G. and Du, Q. and Tian, J.",
TITLE = "SSF-Net: Spatial-Spectral Fusion Network With Spectral Angle
Awareness for Hyperspectral Object Tracking",
JOURNAL = IP,
VOLUME = "34",
YEAR = "2025",
PAGES = "3518-3532",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT145539"}
@article{bb149621,
AUTHOR = "Dai, X. and Li, Z.X. and Li, L. and Xue, S.H. and Huang, X.H. and Yang, X.F.",
TITLE = "HyperTransXNet: Learning Both Global and Local Dynamics with a Dual
Dynamic Token Mixer for Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "14",
PAGES = "2361",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT145540"}
@article{bb149622,
AUTHOR = "Han, R.M. and Cheng, S. and Li, S. and Liu, T.J.",
TITLE = "Prompt-Gated Transformer with Spatial-Spectral Enhancement for
Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "15",
PAGES = "2705",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT145541"}
@article{bb149623,
AUTHOR = "Liu, K. and Sun, T.H. and Zeng, H. and Zhang, Y.S. and Pun, C.M. and Vong, C.M.",
TITLE = "Spatial-Aware Conformal Prediction for Trustworthy Hyperspectral
Image Classification",
JOURNAL = CirSysVideo,
VOLUME = "35",
YEAR = "2025",
NUMBER = "9",
MONTH = "September",
PAGES = "8754-8766",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT145542"}
@article{bb149624,
AUTHOR = "Mao, J.Q. and Ma, H. and Liang, Y.Y.",
TITLE = "BiMambaHSI: Bidirectional Spectral-Spatial State Space Model for
Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "22",
PAGES = "3676",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT145543"}
@article{bb149625,
AUTHOR = "Xi, B. and Zhang, W.J. and Li, J.J. and Song, R. and Li, Y.S.",
TITLE = "HyperCASR: Spectral-Spatial Open-Set Recognition With Category-Aware
Semantic Reconstruction for Hyperspectral Imagery",
JOURNAL = IP,
VOLUME = "34",
YEAR = "2025",
PAGES = "7642-7655",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT145544"}
@article{bb149626,
AUTHOR = "Nguyen, T.M. and Bui, K.A. and Yoo, M.",
TITLE = "SSUFormer: Spatial-spectral UnetFormer for improving hyperspectral
image classification",
JOURNAL = JVCIR,
VOLUME = "114",
YEAR = "2026",
PAGES = "104633",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT145545"}
@article{bb149627,
AUTHOR = "Hu, Y.C. and Ge, J. and Tian, S.",
TITLE = "STM-Net: A Multiscale Spectral-Spatial Representation Hybrid
CNN-Transformer Model for Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "24",
PAGES = "4031",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT145546"}
@article{bb149628,
AUTHOR = "Yu, S.K. and Mei, Y. and Fan, X. and Guo, S. and Xu, W.J. and Fan, J.L.",
TITLE = "PSTNet: A Hyperspectral Image Classification Method Based on Adaptive
Spectral-Spatial Tokens and Parallel Attention",
JOURNAL = RS,
VOLUME = "18",
YEAR = "2026",
NUMBER = "6",
PAGES = "901",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT145547"}
@article{bb149629,
AUTHOR = "Fabi, J. and Schiavella, C. and Amerini, I.",
TITLE = "Geometric algebra transformer with spectral-spatial-volumetric
feature extraction for hyperspectral image classification",
JOURNAL = PRL,
VOLUME = "202",
YEAR = "2026",
PAGES = "44-49",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT145548"}
@article{bb149630,
AUTHOR = "Yan, J. and Chen, X. and Ren, R.R. and Mi, X.F. and Yuan, Z.L. and Yang, J. and Meng, X.H. and Jiang, Z.Z. and Zhu, H.B. and Liu, Y.",
TITLE = "SSF-TransUnet: Fine-Grained Crop Classification via Cross-Source
Spatial Spectral Fusion",
JOURNAL = RS,
VOLUME = "18",
YEAR = "2026",
NUMBER = "7",
PAGES = "1034",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT145549"}
@article{bb149631,
AUTHOR = "Bian, T. and Yang, B. and Chen, Y.J. and Zhou, X. and Yue, L. and Hu, S.S.",
TITLE = "MDS3-Net: A Multiscale Spectral-Spatial Sequence Hybrid
CNN-Transformer Model for Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "18",
YEAR = "2026",
NUMBER = "7",
PAGES = "977",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT145550"}
@article{bb149632,
AUTHOR = "Wu, T.Y. and Tan, Y.",
TITLE = "Dimensionality Reduction with Classification for Hyperspectral Images
Using Multi-Scale Spectral-Spatial Discriminative Model",
JOURNAL = RS,
VOLUME = "18",
YEAR = "2026",
NUMBER = "11",
PAGES = "1697",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT145551"}
@article{bb149633,
AUTHOR = "Liu, W.M. and Li, S. and Li, X.H.",
TITLE = "Bi-Temporal Benefits: Progressive Spectral-Spatial-Temporal Feature
Extraction for Hyperspectral Image Classification",
JOURNAL = IP,
VOLUME = "35",
YEAR = "2026",
PAGES = "5743-5757",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT145552"}
@article{bb149634,
AUTHOR = "Yu, J. and Sun, H.X. and Meng, F. and Liang, J.Q. and Zhou, X.",
TITLE = "MS3CHFormer: A Multi-Scale Spatial-Spectral Convolutional Hybrid
Transformer for Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "18",
YEAR = "2026",
NUMBER = "13",
PAGES = "2173",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT145553"}
@article{bb149635,
AUTHOR = "Wang, X.H. and Yan, B. and Guo, P.Y. and Yang, X.L. and Liu, H.Y. and Cao, L. and Liu, Y. and Yang, Z. and Liu, Y.H.",
TITLE = "Memory-Guided Adaptive Spectral-Spatial Perception Model for
Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "18",
YEAR = "2026",
NUMBER = "13",
PAGES = "2225",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT145554"}
@article{bb149636,
AUTHOR = "Liu, C. and Luo, J.X. and Li, F. and Qiang, Q.Y. and Nie, F.P.",
TITLE = "Anchor-Level Spectral-Spatial Graph Clustering for Hyperspectral
Images",
JOURNAL = RS,
VOLUME = "18",
YEAR = "2026",
NUMBER = "13",
PAGES = "2172",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT145555"}
@article{bb149637,
AUTHOR = "Wang, Y. and Li, X. and Liu, B.S. and Chen, J.X. and Kong, W.",
TITLE = "A Superpixel-Guided Spectral-Spatial Fusion Network for Hyperspectral
Scene Classification",
JOURNAL = RS,
VOLUME = "18",
YEAR = "2026",
NUMBER = "13",
PAGES = "2124",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT145556"}
@article{bb149638,
AUTHOR = "Li, J.L. and Zhou, S.B. and Liu, Y.W. and Hu, G. and Liu, X.J.",
TITLE = "Hyperspectral Image Classification Based on a Spatial-Spectral
Dual-Branch Mamba Architecture",
JOURNAL = RS,
VOLUME = "18",
YEAR = "2026",
NUMBER = "15",
PAGES = "2526",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT145557"}
@article{bb149639,
AUTHOR = "Cao, Y.L. and Li, J.X. and Li, D. and Lu, S.Q. and Ye, Q.L. and Lu, W. and Sun, L.",
TITLE = "FCD-Mamba: A Frequency-Enhanced and Center-Pixel-Guided Dual-Branch
Mamba Network for Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "18",
YEAR = "2026",
NUMBER = "18",
PAGES = "3234",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT145558"}
@article{bb149640,
AUTHOR = "Wang, J.N. and Li, F.H. and Chen, L. and Liu, S.J. and Zhang, W.J. and Jiang, L.J. and Zhang, C.J.",
TITLE = "Dual-Stream Spatial-Spectral Network with Nested Attention for
Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "18",
YEAR = "2026",
NUMBER = "18",
PAGES = "3126",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT145559"}
@article{bb149641,
AUTHOR = "Zhang, W.Z. and Chen, Z.L. and Zhang, M.X. and Sun, C.X. and Wang, R. and Shuang, J.C. and Zhao, J.L.",
TITLE = "SMS-Diff: Physics-aware spectral-spatial diffusion for unified
geospatial multi-modal reconstruction",
JOURNAL = PandRS,
VOLUME = "241",
YEAR = "2026",
PAGES = "41-59",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT145560"}
@inproceedings{bb149642,
AUTHOR = "Zhou, W.L. and Kamata, S.I. and Luo, Z.B. and Chen, X.Y.",
TITLE = "Hierarchical Unified Spectral-Spatial Aggregated Transformer for
Hyperspectral Image Classification",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "3041-3047",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT145561"}
@inproceedings{bb149643,
AUTHOR = "Hong, D. and Yao, J. and Wu, X. and Chanussot, J. and Zhu, X.",
TITLE = "Spatial-spectral Manifold Embedding of Hyperspectral Data",
BOOKTITLE = ISPRS20,
YEAR = "2020",
PAGES = "B3:423-428",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT145562"}
@inproceedings{bb149644,
AUTHOR = "Dovletov, G. and Hegemann, T. and Pauli, J.",
TITLE = "Spectral-Spatial Hyperspectral Image Classification Using Cascaded
Convolutional Neural Networks",
BOOKTITLE = SCIA19,
YEAR = "2019",
PAGES = "78-89",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT145563"}
@inproceedings{bb149645,
AUTHOR = "Han, D. and Du, Q. and Younan, N.H.",
TITLE = "Semisupervised classification of hyperspectral remote sensing images
with spatial majority voting",
BOOKTITLE = PRRS16,
YEAR = "2016",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT145564"}
@inproceedings{bb149646,
AUTHOR = "Franchi, G. and Angulo, J.",
TITLE = "A deep spatial/spectral descriptor of hyperspectral texture using
scattering transform",
BOOKTITLE = ICIP16,
YEAR = "2016",
PAGES = "3568-3572",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT145565"}
@inproceedings{bb149647,
AUTHOR = "Franchi, G. and Angulo, J. and Sejdinovic, D.",
TITLE = "Hyperspectral image classification with support vector machines on
kernel distribution embeddings",
BOOKTITLE = ICIP16,
YEAR = "2016",
PAGES = "1898-1902",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT145566"}
@inproceedings{bb149648,
AUTHOR = "Zhong, P. and Gong, Z.Q. and Schonlieb, C.B.",
TITLE = "A DBN-CRF for spectral-spatial classification of hyperspectral data",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "1219-1224",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT145567"}
@inproceedings{bb149649,
AUTHOR = "Menon, V. and Prasad, S. and Fowler, J.E.",
TITLE = "Hyperspectral classification using a composite kernel driven by
nearest-neighbor spatial features",
BOOKTITLE = ICIP15,
YEAR = "2015",
PAGES = "2100-2104",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT145568"}
@inproceedings{bb149650,
AUTHOR = "Huang, R. and He, W.Y.",
TITLE = "Using tri-training to exploit spectral and spatial information for
hyperspectral data classification",
BOOKTITLE = CVRS12,
YEAR = "2012",
PAGES = "30-33",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT145569"}
@inproceedings{bb149651,
AUTHOR = "Schaum, A.P. and Stocker, A.",
TITLE = "Advanced algorithms for autonomous hyperspectral change detection",
BOOKTITLE = AIPR04,
YEAR = "2004",
PAGES = "33-38",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT145570"}
@inproceedings{bb149652,
AUTHOR = "Schaum, A.P.",
TITLE = "Algorithms with attitude",
BOOKTITLE = AIPR10,
YEAR = "2010",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT145571"}
@inproceedings{bb149653,
AUTHOR = "Schaum, A.P.",
TITLE = "Advanced hyperspectral detection based on elliptically contoured
distribution models and operator feedback",
BOOKTITLE = AIPR09,
YEAR = "2009",
PAGES = "1-5",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT145572"}
@inproceedings{bb149654,
AUTHOR = "Schaum, A.P.",
TITLE = "Adapting to Change:
The CFAR Problem in Advanced Hyperspectral Detection",
BOOKTITLE = AIPR07,
YEAR = "2007",
PAGES = "15-21",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT145573"}
@article{bb149655,
AUTHOR = "Pasolli, E. and Melgani, F. and Tuia, D. and Pacifici, F. and Emery, W.J.",
TITLE = "SVM Active Learning Approach for Image Classification Using Spatial
Information",
JOURNAL = GeoRS,
VOLUME = "52",
YEAR = "2014",
NUMBER = "4",
MONTH = "April",
PAGES = "2217-2233",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT145574"}
@article{bb149656,
AUTHOR = "Kumar, S. and Ghosh, J. and Crawford, M.M.",
TITLE = "Best-bases feature extraction algorithms for classification of
hyperspectral data",
JOURNAL = GeoRS,
VOLUME = "39",
YEAR = "2001",
NUMBER = "7",
MONTH = "July",
PAGES = "1368-1379",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT145575"}
@article{bb149657,
AUTHOR = "Rajan, S. and Ghosh, J. and Crawford, M.M.",
TITLE = "Exploiting Class Hierarchies for Knowledge Transfer in Hyperspectral
Data",
JOURNAL = GeoRS,
VOLUME = "44",
YEAR = "2006",
NUMBER = "11",
MONTH = "November",
PAGES = "3408-3417",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT145576"}
@article{bb149658,
AUTHOR = "Rajan, S. and Ghosh, J. and Crawford, M.M.",
TITLE = "An Active Learning Approach to Hyperspectral Data Classification",
JOURNAL = GeoRS,
VOLUME = "46",
YEAR = "2008",
NUMBER = "4",
MONTH = "April",
PAGES = "1231-1242",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT145577"}
@article{bb149659,
AUTHOR = "Kim, W. and Crawford, M.M.",
TITLE = "Adaptive Classification for Hyperspectral Image Data Using Manifold
Regularization Kernel Machines",
JOURNAL = GeoRS,
VOLUME = "48",
YEAR = "2010",
NUMBER = "11",
MONTH = "November",
PAGES = "4110-4121",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT145578"}
@article{bb149660,
AUTHOR = "Di, W. and Crawford, M.M.",
TITLE = "View Generation for Multiview Maximum Disagreement Based Active
Learning for Hyperspectral Image Classification",
JOURNAL = GeoRS,
VOLUME = "50",
YEAR = "2012",
NUMBER = "5",
MONTH = "May",
PAGES = "1942-1954",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT145579"}
@article{bb149661,
AUTHOR = "Zhang, Z. and Pasolli, E. and Crawford, M.M.",
TITLE = "An Adaptive Multiview Active Learning Approach for Spectral-Spatial
Classification of Hyperspectral Images",
JOURNAL = GeoRS,
VOLUME = "58",
YEAR = "2020",
NUMBER = "4",
MONTH = "April",
PAGES = "2557-2570",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT145580"}
@article{bb149662,
AUTHOR = "Zhang, X. and Gao, Z. and Jiao, L. and Zhou, H.",
TITLE = "Multifeature Hyperspectral Image Classification With Local and
Nonlocal Spatial Information via Markov Random Field in Semantic
Space",
JOURNAL = GeoRS,
VOLUME = "56",
YEAR = "2018",
NUMBER = "3",
MONTH = "March",
PAGES = "1409-1424",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT145581"}
@article{bb149663,
AUTHOR = "Bazine, R. and Wu, H.Y. and Boukhechba, K.",
TITLE = "Spatial Filtering in DCT Domain-Based Frameworks for Hyperspectral
Imagery Classification",
JOURNAL = RS,
VOLUME = "11",
YEAR = "2019",
NUMBER = "12",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT145582"}
@article{bb149664,
AUTHOR = "Bazine, R. and Wu, H.Y. and Boukhechba, K.",
TITLE = "Spectral DWT Multilevel Decomposition with Spatial Filtering
Enhancement Preprocessing-Based Approaches for Hyperspectral Imagery
Classification",
JOURNAL = RS,
VOLUME = "11",
YEAR = "2019",
NUMBER = "24",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT145583"}
@article{bb149665,
AUTHOR = "Xu, Q. and Xiao, Y. and Wang, D.Y. and Luo, B.",
TITLE = "CSA-MSO3DCNN: Multiscale Octave 3D CNN with Channel and Spatial
Attention for Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "1",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT145584"}
@article{bb149666,
AUTHOR = "Fu, H. and Sun, G. and Ren, J.C. and Zhang, A. and Jia, X.P.",
TITLE = "Fusion of PCA and Segmented-PCA Domain Multiscale 2-D-SSA for
Effective Spectral-Spatial Feature Extraction and Data Classification
in Hyperspectral Imagery",
JOURNAL = GeoRS,
VOLUME = "60",
YEAR = "2022",
PAGES = "1-14",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT145585"}
@article{bb149667,
AUTHOR = "Yu, H.Y. and Zhang, X. and Song, M.P. and Hu, J.C. and Guo, Q.D. and Gao, L.R.",
TITLE = "Hyperspectral Imagery Classification Based on Multiscale
Superpixel-Level Constraint Representation",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "20",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT145586"}
@article{bb149668,
AUTHOR = "Liu, Y. and Gao, L.R. and Xiao, C.C. and Qu, Y. and Zheng, K. and Marinoni, A.",
TITLE = "Hyperspectral Image Classification Based on a Shuffled Group
Convolutional Neural Network with Transfer Learning",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "11",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT145587"}
@article{bb149669,
AUTHOR = "Gao, H.M. and Yang, Y. and Li, C.M. and Gao, L.R. and Zhang, B.",
TITLE = "Multiscale Residual Network With Mixed Depthwise Convolution for
Hyperspectral Image Classification",
JOURNAL = GeoRS,
VOLUME = "59",
YEAR = "2021",
NUMBER = "4",
MONTH = "April",
PAGES = "3396-3408",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT145588"}
@article{bb149670,
AUTHOR = "Gao, H.M. and Wu, H.Y. and Chen, Z.H. and Zhang, Y.F. and Zhang, Y.Y. and Li, C.M.",
TITLE = "Multiscale Spectral-Spatial Cross-Extraction Network for
Hyperspectral Image Classification",
JOURNAL = IET-IPR,
VOLUME = "16",
YEAR = "2022",
NUMBER = "3",
PAGES = "755-771",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT145589"}
@article{bb149671,
AUTHOR = "Gao, H.M. and Sheng, R.H. and Su, Y.C. and Chen, Z.H. and Xu, S.F. and Gao, L.R.",
TITLE = "Multiscale Segmentation-Guided Fusion Network for Hyperspectral Image
Classification",
JOURNAL = IP,
VOLUME = "34",
YEAR = "2025",
PAGES = "6152-6167",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT145590"}
@article{bb149672,
AUTHOR = "Sun, G. and Fu, H. and Ren, J.C. and Zhang, A. and Zabalza, J. and Jia, X.P. and Zhao, H.M.",
TITLE = "SpaSSA: Superpixelwise Adaptive SSA for Unsupervised Spatial-Spectral
Feature Extraction in Hyperspectral Image",
JOURNAL = Cyber,
VOLUME = "52",
YEAR = "2022",
NUMBER = "7",
MONTH = "July",
PAGES = "6158-6169",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT145591"}
@article{bb149673,
AUTHOR = "Benediktsson, J.A. and Kanellopoulos, I.",
TITLE = "Classification of Multisource and Hyperspectral Data Based on Decision
Fusion",
JOURNAL = GeoRS,
VOLUME = "37",
YEAR = "1999",
NUMBER = "3",
MONTH = "May",
PAGES = "1367",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT145592"}
@article{bb149674,
AUTHOR = "Benediktsson, J.A. and Palmason, J.A. and Sveinsson, J.R.",
TITLE = "Classification of Hyperspectral Data From Urban Areas Based on Extended
Morphological Profiles",
JOURNAL = GeoRS,
VOLUME = "43",
YEAR = "2005",
NUMBER = "3",
MONTH = "March",
PAGES = "480-491",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT145593"}
@article{bb149675,
AUTHOR = "Cui, X.M. and Zheng, K. and Gao, L.R. and Zhang, B. and Yang, D. and Ren, J.C.",
TITLE = "Multiscale Spatial-Spectral Convolutional Network with Image-Based
Framework for Hyperspectral Imagery Classification",
JOURNAL = RS,
VOLUME = "11",
YEAR = "2019",
NUMBER = "19",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT145594"}
@article{bb149676,
AUTHOR = "Yu, H.Y. and Gao, L.R. and Liao, W.Z. and Zhang, B. and Zhuang, L. and Song, M.P. and Chanussot, J.",
TITLE = "Global Spatial and Local Spectral Similarity-Based Manifold Learning
Group Sparse Representation for Hyperspectral Imagery Classification",
JOURNAL = GeoRS,
VOLUME = "58",
YEAR = "2020",
NUMBER = "5",
MONTH = "May",
PAGES = "3043-3056",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT145595"}
@article{bb149677,
AUTHOR = "Fauvel, M. and Benediktsson, J.A. and Chanussot, J. and Sveinsson, J.R.",
TITLE = "Spectral and Spatial Classification of Hyperspectral Data Using SVMs
and Morphological Profiles",
JOURNAL = GeoRS,
VOLUME = "46",
YEAR = "2008",
NUMBER = "11",
MONTH = "November",
PAGES = "3804-3814",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT145596"}
@article{bb149678,
AUTHOR = "Tarabalka, Y. and Benediktsson, J.A. and Chanussot, J.",
TITLE = "Spectral-Spatial Classification of Hyperspectral Imagery Based on
Partitional Clustering Techniques",
JOURNAL = GeoRS,
VOLUME = "47",
YEAR = "2009",
NUMBER = "8",
MONTH = "August",
PAGES = "2973-2987",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT145597"}
@article{bb149679,
AUTHOR = "Ghamisi, P. and Benediktsson, J.A. and Sveinsson, J.R.",
TITLE = "Automatic Spectral-Spatial Classification Framework Based on
Attribute Profiles and Supervised Feature Extraction",
JOURNAL = GeoRS,
VOLUME = "52",
YEAR = "2014",
NUMBER = "9",
MONTH = "September",
PAGES = "5771-5782",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT145598"}
@article{bb149680,
AUTHOR = "Ghamisi, P. and Dalla Mura, M. and Benediktsson, J.A.",
TITLE = "A Survey on Spectral-Spatial Classification Techniques Based on
Attribute Profiles",
JOURNAL = GeoRS,
VOLUME = "53",
YEAR = "2015",
NUMBER = "5",
MONTH = "May",
PAGES = "2335-2353",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT145599"}
@article{bb149681,
AUTHOR = "Ghamisi, P. and Benediktsson, J.A. and Ulfarsson, M.O.",
TITLE = "Spectral-Spatial Classification of Hyperspectral Images Based on
Hidden Markov Random Fields",
JOURNAL = GeoRS,
VOLUME = "52",
YEAR = "2014",
NUMBER = "5",
MONTH = "May",
PAGES = "2565-2574",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT145600"}
@article{bb149682,
AUTHOR = "Yu, H.Y. and Gao, L.R. and Li, J. and Li, S.S. and Zhang, B. and Benediktsson, J.A.",
TITLE = "Spectral-Spatial Hyperspectral Image Classification Using
Subspace-Based Support Vector Machines and Adaptive Markov Random
Fields",
JOURNAL = RS,
VOLUME = "8",
YEAR = "2016",
NUMBER = "4",
PAGES = "355",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT145601"}
@article{bb149683,
AUTHOR = "Al Khafaji, S.L. and Zhou, J. and Zia, A. and Liew, A.W.C.",
TITLE = "Spectral-Spatial Scale Invariant Feature Transform for Hyperspectral
Images",
JOURNAL = IP,
VOLUME = "27",
YEAR = "2018",
NUMBER = "2",
MONTH = "February",
PAGES = "837-850",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT145602"}
@inproceedings{bb149684,
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",
PAGES = "856-861",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT145603"}
@article{bb149685,
AUTHOR = "Mou, L.C. and Lu, X.Q. and Li, X.L. and Zhua, X.X.",
TITLE = "Nonlocal Graph Convolutional Networks for Hyperspectral Image
Classification",
JOURNAL = GeoRS,
VOLUME = "58",
YEAR = "2020",
NUMBER = "12",
MONTH = "December",
PAGES = "8246-8257",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT145604"}
@article{bb149686,
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",
JOURNAL = GeoRS,
VOLUME = "57",
YEAR = "2019",
NUMBER = "3",
MONTH = "March",
PAGES = "1573-1584",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT145605"}
@article{bb149687,
AUTHOR = "Fu, W. and Li, S.T. and Fang, L.Y. and Benediktsson, J.A.",
TITLE = "Contextual Online Dictionary Learning for Hyperspectral Image
Classification",
JOURNAL = GeoRS,
VOLUME = "56",
YEAR = "2018",
NUMBER = "3",
MONTH = "March",
PAGES = "1336-1347",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT145606"}
@article{bb149688,
AUTHOR = "Sun, H. and Zheng, X.T. and Lu, X.Q. and Wu, S.Y.",
TITLE = "Spectral-Spatial Attention Network for Hyperspectral Image
Classification",
JOURNAL = GeoRS,
VOLUME = "58",
YEAR = "2020",
NUMBER = "5",
MONTH = "May",
PAGES = "3232-3245",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT145607"}
@article{bb149689,
AUTHOR = "Zheng, X.T. and Sun, H. and Lu, X.Q. and Xie, W.",
TITLE = "Rotation-Invariant Attention Network for Hyperspectral Image
Classification",
JOURNAL = IP,
VOLUME = "31",
YEAR = "2022",
PAGES = "4251-4265",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT145608"}
@article{bb149690,
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,
VOLUME = "34",
YEAR = "2025",
PAGES = "899-913",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT145609"}
@article{bb149691,
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
Classification",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "22",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT145610"}
@article{bb149692,
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",
PAGES = "505",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT145611"}
@article{bb149693,
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",
JOURNAL = GeoRS,
VOLUME = "57",
YEAR = "2019",
NUMBER = "7",
MONTH = "July",
PAGES = "5085-5097",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT145612"}
@article{bb149694,
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,
VOLUME = "57",
YEAR = "2019",
NUMBER = "11",
MONTH = "November",
PAGES = "8813-8826",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT145613"}
@article{bb149695,
AUTHOR = "Deng, B. and Jia, S. and Shi, D.M.",
TITLE = "Deep Metric Learning-Based Feature Embedding for Hyperspectral Image
Classification",
JOURNAL = GeoRS,
VOLUME = "58",
YEAR = "2020",
NUMBER = "2",
MONTH = "February",
PAGES = "1422-1435",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT145614"}
@inproceedings{bb149696,
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#TT145615"}
@article{bb149697,
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,
VOLUME = "56",
YEAR = "2018",
NUMBER = "4",
MONTH = "April",
PAGES = "1873-1886",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT145616"}
@article{bb149698,
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
Learning",
JOURNAL = RS,
VOLUME = "11",
YEAR = "2019",
NUMBER = "22",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT145617"}
@article{bb149699,
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",
JOURNAL = GeoRS,
VOLUME = "55",
YEAR = "2017",
NUMBER = "8",
MONTH = "August",
PAGES = "4398-4411",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT145618"}
Last update:Sep 30, 2026 at 11:45:00