@article{bb146600,
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#TT142534"}
@article{bb146601,
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#TT142535"}
@article{bb146602,
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#TT142536"}
@article{bb146603,
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#TT142537"}
@article{bb146604,
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#TT142538"}
@article{bb146605,
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#TT142539"}
@article{bb146606,
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#TT142540"}
@article{bb146607,
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#TT142541"}
@article{bb146608,
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#TT142542"}
@article{bb146609,
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#TT142543"}
@article{bb146610,
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#TT142544"}
@article{bb146611,
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#TT142545"}
@article{bb146612,
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#TT142546"}
@article{bb146613,
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#TT142547"}
@article{bb146614,
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#TT142548"}
@inproceedings{bb146615,
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#TT142549"}
@inproceedings{bb146616,
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#TT142550"}
@inproceedings{bb146617,
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#TT142551"}
@inproceedings{bb146618,
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#TT142552"}
@inproceedings{bb146619,
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#TT142553"}
@inproceedings{bb146620,
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#TT142554"}
@inproceedings{bb146621,
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#TT142555"}
@inproceedings{bb146622,
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#TT142556"}
@inproceedings{bb146623,
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#TT142557"}
@inproceedings{bb146624,
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#TT142558"}
@inproceedings{bb146625,
AUTHOR = "Schaum, A.P.",
TITLE = "Algorithms with attitude",
BOOKTITLE = AIPR10,
YEAR = "2010",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142559"}
@inproceedings{bb146626,
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#TT142560"}
@inproceedings{bb146627,
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#TT142561"}
@article{bb146628,
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#TT142562"}
@article{bb146629,
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#TT142563"}
@article{bb146630,
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#TT142564"}
@article{bb146631,
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#TT142565"}
@article{bb146632,
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#TT142566"}
@article{bb146633,
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#TT142567"}
@article{bb146634,
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#TT142568"}
@article{bb146635,
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#TT142569"}
@article{bb146636,
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#TT142570"}
@article{bb146637,
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#TT142571"}
@article{bb146638,
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#TT142572"}
@article{bb146639,
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#TT142573"}
@article{bb146640,
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#TT142574"}
@article{bb146641,
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#TT142575"}
@article{bb146642,
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#TT142576"}
@article{bb146643,
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#TT142577"}
@article{bb146644,
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#TT142578"}
@article{bb146645,
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#TT142579"}
@article{bb146646,
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#TT142580"}
@article{bb146647,
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#TT142581"}
@article{bb146648,
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#TT142582"}
@article{bb146649,
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#TT142583"}
@article{bb146650,
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#TT142584"}
@article{bb146651,
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#TT142585"}
@article{bb146652,
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#TT142586"}
@article{bb146653,
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#TT142587"}
@article{bb146654,
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#TT142588"}
@article{bb146655,
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#TT142589"}
@article{bb146656,
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#TT142590"}
@inproceedings{bb146657,
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#TT142591"}
@article{bb146658,
AUTHOR = "Yang, G. and Wang, Z.H.",
TITLE = "A Deep Transfer Contrastive Learning Network for Few-Shot
Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "16",
PAGES = "2800",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT142592"}
@inproceedings{bb146659,
AUTHOR = "Li, N.Y. and Wang, Z.H.",
TITLE = "Spectral-Spatial Fused Attention Network for Hyperspectral Image
Classification",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "3832-3836",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT142593"}
@article{bb146660,
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#TT142594"}
@article{bb146661,
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#TT142595"}
@article{bb146662,
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#TT142596"}
@article{bb146663,
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#TT142597"}
@article{bb146664,
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#TT142598"}
@article{bb146665,
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#TT142599"}
@article{bb146666,
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#TT142600"}
@article{bb146667,
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#TT142601"}
@article{bb146668,
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#TT142602"}
@article{bb146669,
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#TT142603"}
@article{bb146670,
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#TT142604"}
@inproceedings{bb146671,
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#TT142605"}
@article{bb146672,
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#TT142606"}
@article{bb146673,
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#TT142607"}
@article{bb146674,
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#TT142608"}
@article{bb146675,
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",
JOURNAL = GeoRS,
VOLUME = "55",
YEAR = "2017",
NUMBER = "5",
MONTH = "May",
PAGES = "2575-2588",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT142609"}
@article{bb146676,
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",
JOURNAL = GeoRS,
VOLUME = "56",
YEAR = "2018",
NUMBER = "2",
MONTH = "February",
PAGES = "749-759",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT142610"}
@article{bb146677,
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",
JOURNAL = GeoRS,
VOLUME = "57",
YEAR = "2019",
NUMBER = "2",
MONTH = "February",
PAGES = "1142-1154",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT142611"}
@article{bb146678,
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",
JOURNAL = GeoRS,
VOLUME = "57",
YEAR = "2019",
NUMBER = "10",
MONTH = "October",
PAGES = "7770-7784",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT142612"}
@article{bb146679,
AUTHOR = "Jia, S. and Shen, L.L. and Li, Q.Q.",
TITLE = "Gabor Feature-Based Collaborative Representation for Hyperspectral
Imagery Classification",
JOURNAL = GeoRS,
VOLUME = "53",
YEAR = "2015",
NUMBER = "2",
MONTH = "February",
PAGES = "1118-1129",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT142613"}
@article{bb146680,
AUTHOR = "Shen, L.L. and Jia, S.",
TITLE = "Three-Dimensional Gabor Wavelets for Pixel-Based Hyperspectral Imagery
Classification",
JOURNAL = GeoRS,
VOLUME = "49",
YEAR = "2011",
NUMBER = "12",
MONTH = "December",
PAGES = "5039-5046",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT142614"}
@article{bb146681,
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",
JOURNAL = Cyber,
VOLUME = "48",
YEAR = "2018",
NUMBER = "4",
MONTH = "April",
PAGES = "1176-1188",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT142615"}
@article{bb146682,
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,
VOLUME = "58",
YEAR = "2020",
NUMBER = "7",
MONTH = "July",
PAGES = "5077-5091",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT142616"}
@inproceedings{bb146683,
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#TT142617"}
@article{bb146684,
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,
VOLUME = "59",
YEAR = "2021",
NUMBER = "12",
MONTH = "December",
PAGES = "10394-10409",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT142618"}
@article{bb146685,
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",
JOURNAL = GeoRS,
VOLUME = "55",
YEAR = "2017",
NUMBER = "4",
MONTH = "April",
PAGES = "2399-2413",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT142619"}
@article{bb146686,
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",
JOURNAL = GeoRS,
VOLUME = "54",
YEAR = "2016",
NUMBER = "6",
MONTH = "June",
PAGES = "3174-3187",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT142620"}
@article{bb146687,
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#TT142621"}
@article{bb146688,
AUTHOR = "Huang, L.B. and Chen, Y.S. and He, X.",
TITLE = "Weakly Supervised Classification of Hyperspectral Image Based on
Complementary Learning",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "24",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT142622"}
@article{bb146689,
AUTHOR = "Othman, H. and Qian, S.E.",
TITLE = "Noise Reduction of Hyperspectral Imagery Using Hybrid Spatial-Spectral
Derivative-Domain Wavelet Shrinkage",
JOURNAL = GeoRS,
VOLUME = "44",
YEAR = "2006",
NUMBER = "2",
MONTH = "February",
PAGES = "397-408",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT142623"}
@article{bb146690,
AUTHOR = "Liu, J. and Lu, W.",
TITLE = "A Probabilistic Framework for Spectral-Spatial Classification of
Hyperspectral Images",
JOURNAL = GeoRS,
VOLUME = "54",
YEAR = "2016",
NUMBER = "9",
MONTH = "September",
PAGES = "5375-5384",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT142624"}
@article{bb146691,
AUTHOR = "Zhou, Y.C. and Peng, J.T. and Chen, C.L.P.",
TITLE = "Dimension Reduction Using Spatial and Spectral Regularized Local
Discriminant Embedding for Hyperspectral Image Classification",
JOURNAL = GeoRS,
VOLUME = "53",
YEAR = "2015",
NUMBER = "2",
MONTH = "February",
PAGES = "1082-1095",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT142625"}
@article{bb146692,
AUTHOR = "Zhang, J. and Sun, M. and Chang, S.",
TITLE = "Spatial and Spectral Structure-Aware Mamba Network for Hyperspectral
Image Classification",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "14",
PAGES = "2489",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT142626"}
@inproceedings{bb146693,
AUTHOR = "Zhang, J. and Zhang, Y.S. and Zhou, Y.C.",
TITLE = "Quantum-Inspired Spectral-Spatial Pyramid Network for Hyperspectral
Image Classification",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "9925-9934",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT142627"}
@article{bb146694,
AUTHOR = "Wei, Y.T. and Zhou, Y.C.",
TITLE = "Spatial-Aware Network for Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "13",
YEAR = "2021",
NUMBER = "16",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT142628"}
@article{bb146695,
AUTHOR = "Wei, Y.T. and Zhou, Y.C. and Li, H.",
TITLE = "Spectral-Spatial Response for Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "9",
YEAR = "2017",
NUMBER = "3",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT142629"}
@article{bb146696,
AUTHOR = "Li, H. and Song, Y.L. and Chen, C.L.P.",
TITLE = "Hyperspectral Image Classification Based on Multiscale Spatial
Information Fusion",
JOURNAL = GeoRS,
VOLUME = "55",
YEAR = "2017",
NUMBER = "9",
MONTH = "September",
PAGES = "5302-5312",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT142630"}
@article{bb146697,
AUTHOR = "He, Y.L. and Li, H. and Zhang, M.S. and Liu, S.Q. and Zhu, C.Y. and Xin, B.X. and Wang, J. and Wu, Q.",
TITLE = "Hyperspectral and Multispectral Remote Sensing Image Fusion Based on
a Retractable Spatial-Spectral Transformer Network",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "12",
PAGES = "1973",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT142631"}
@article{bb146698,
AUTHOR = "Sun, Q. and Zhao, G.R. and Fang, Y. and Fang, C.R. and Sun, L. and Li, X.Y.",
TITLE = "MEA-EFFormer: Multiscale Efficient Attention with Enhanced Feature
Transformer for Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "9",
PAGES = "1560",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT142632"}
@article{bb146699,
AUTHOR = "Jiang, N. and Geng, S.L. and Zheng, Y.H. and Sun, L.",
TITLE = "MSDCA: A Multi-Scale Dual-Branch Network with Enhanced
Cross-Attention for Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "13",
PAGES = "2198",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615msss2.html#TT142633"}
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