@article{bb146200,
AUTHOR = "Pande, S. and Banerjee, B.",
TITLE = "HyperLoopNet: Hyperspectral image classification using multiscale
self-looping convolutional networks",
JOURNAL = PandRS,
VOLUME = "183",
YEAR = "2022",
PAGES = "422-438",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT142135"}
@article{bb146201,
AUTHOR = "Wang, Q.Y. and Chen, M. and Zhang, J.P. and Kang, S.Q. and Wang, Y.J.",
TITLE = "Improved Active Deep Learning for Semi-Supervised Classification of
Hyperspectral Image",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "1",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT142136"}
@article{bb146202,
AUTHOR = "Praveen, B. and Menon, V.",
TITLE = "A Bidirectional Deep-Learning-Based Spectral Attention Mechanism for
Hyperspectral Data Classification",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "1",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT142137"}
@article{bb146203,
AUTHOR = "Dong, Y. and Liu, Q.W. and Du, B. and Zhang, L.P.",
TITLE = "Weighted Feature Fusion of Convolutional Neural Network and Graph
Attention Network for Hyperspectral Image Classification",
JOURNAL = IP,
VOLUME = "31",
YEAR = "2022",
PAGES = "1559-1572",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT142138"}
@article{bb146204,
AUTHOR = "Wang, J.N. and Huang, R. and Guo, S.Y. and Li, L.H. and Pei, Z. and Liu, B.",
TITLE = "HyperLiteNet: Extremely Lightweight Non-Deep Parallel Network for
Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "4",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT142139"}
@article{bb146205,
AUTHOR = "Chang, Y.L. and Tan, T.H. and Lee, W.H. and Chang, L. and Chen, Y.N. and Fan, K.C. and Alkhaleefah, M.",
TITLE = "Consolidated Convolutional Neural Network for Hyperspectral Image
Classification",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "7",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT142140"}
@article{bb146206,
AUTHOR = "Cao, J.M. and Li, Y.Y. and Sun, M.C. and Chen, Y. and Lischinski, D. and Cohen Or, D. and Chen, B.Q. and Tu, C.H.",
TITLE = "DO-Conv: Depthwise Over-Parameterized Convolutional Layer",
JOURNAL = IP,
VOLUME = "31",
YEAR = "2022",
PAGES = "3726-3736",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT142141"}
@article{bb146207,
AUTHOR = "Zhao, C.H. and Zhu, W.X. and Feng, S.",
TITLE = "Superpixel Guided Deformable Convolution Network for Hyperspectral
Image Classification",
JOURNAL = IP,
VOLUME = "31",
YEAR = "2022",
PAGES = "3838-3851",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT142142"}
@article{bb146208,
AUTHOR = "Tang, H.J. and Li, Y.S. and Huang, Z.Q. and Zhang, L. and Xie, W.X.",
TITLE = "Fusion of Multidimensional CNN and Handcrafted Features for
Small-Sample Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "15",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT142143"}
@article{bb146209,
AUTHOR = "Zhang, T.X. and Wang, W.X. and Wang, J. and Cai, Y.X. and Yang, Z.F. and Li, J.Y.",
TITLE = "Hyper-LGNet: Coupling Local and Global Features for Hyperspectral
Image Classification",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "20",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT142144"}
@article{bb146210,
AUTHOR = "Huang, W. and Zhao, Z.B. and Sun, L. and Ju, M.",
TITLE = "Dual-Branch Attention-Assisted CNN for Hyperspectral Image
Classification",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "23",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT142145"}
@article{bb146211,
AUTHOR = "Alkhatib, M.Q. and Al Saad, M. and Aburaed, N. and Almansoori, S. and Zabalza, J. and Marshall, S. and Al Ahmad, H.",
TITLE = "Tri-CNN: A Three Branch Model for Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "2",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT142146"}
@article{bb146212,
AUTHOR = "Di, X. and Xue, Z.H. and Zhang, M.X.",
TITLE = "Active Learning-Driven Siamese Network for Hyperspectral Image
Classification",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "3",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT142147"}
@article{bb146213,
AUTHOR = "Li, B. and Wang, Q.W. and Liang, J.H. and Zhu, E.Z. and Zhou, R.Q.",
TITLE = "SquconvNet: Deep Sequencer Convolutional Network for Hyperspectral
Image Classification",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "4",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT142148"}
@article{bb146214,
AUTHOR = "Liu, Q.Y. and Fu, M. and Liu, X.F.",
TITLE = "Shadow Enhancement Using 2D Dynamic Stochastic Resonance for
Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "7",
PAGES = "1820",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT142149"}
@inproceedings{bb146215,
AUTHOR = "Liu, Q.Y. and Liu, X.F. and Zhang, S. and Fu, M.",
TITLE = "Hyperspectral Image Classification Based on Convolutional Neural
Network Embedded with Attention Mechanism and Shadow Enhancement by
Dynamic Stochastic Resonance",
BOOKTITLE = ICIVC22,
YEAR = "2022",
PAGES = "455-461",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT142150"}
@article{bb146216,
AUTHOR = "Zhang, E. and Zhang, J.Y. and Bai, J.X. and Bian, J. and Fang, S.Y. and Zhan, T. and Feng, M.C.",
TITLE = "Attention-Embedded Triple-Fusion Branch CNN for Hyperspectral Image
Classification",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "8",
PAGES = "2150",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT142151"}
@article{bb146217,
AUTHOR = "Wang, D. and Zhang, J. and Du, B. and Zhang, L.P. and Tao, D.C.",
TITLE = "DCN-T: Dual Context Network With Transformer for Hyperspectral Image
Classification",
JOURNAL = IP,
VOLUME = "32",
YEAR = "2023",
PAGES = "2536-2551",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT142152"}
@article{bb146218,
AUTHOR = "Gong, Z.Q. and Zhong, P. and Yao, W. and Zhou, W. and Qi, J.H. and Hu, P.",
TITLE = "A CNN with noise inclined module and denoise framework for
hyperspectral image classification",
JOURNAL = IET-IPR,
VOLUME = "17",
YEAR = "2023",
NUMBER = "9",
PAGES = "2575-2584",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT142153"}
@article{bb146219,
AUTHOR = "Dahiya, N. and Singh, S. and Gupta, S.",
TITLE = "A Review on Deep Learning Classifier for Hyperspectral Imaging",
JOURNAL = IJIG,
VOLUME = "23",
YEAR = "2023",
NUMBER = "4 2023",
PAGES = "2350036",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT142154"}
@article{bb146220,
AUTHOR = "Feng, H. and Wang, Y.C. and Li, Z. and Zhang, N. and Zhang, Y.X. and Gao, Y.X.",
TITLE = "Information Leakage in Deep Learning-Based Hyperspectral Image
Classification: A Survey",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "15",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT142155"}
@article{bb146221,
AUTHOR = "Wang, Z.H. and Cao, B.S. and Liu, J.",
TITLE = "Hyperspectral Image Classification via Spatial Shuffle-Based
Convolutional Neural Network",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "16",
PAGES = "3960",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT142156"}
@article{bb146222,
AUTHOR = "Zhong, C.C. and Gong, N. and Zhang, Z.T. and Jiang, Y. and Zhang, K.",
TITLE = "LiteCCLKNet: A lightweight criss-cross large kernel convolutional
neural network for hyperspectral image classification",
JOURNAL = IET-CV,
VOLUME = "17",
YEAR = "2023",
NUMBER = "7",
PAGES = "763-776",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT142157"}
@article{bb146223,
AUTHOR = "Xu, T. and Han, B. and Li, J. and Du, Y.F.",
TITLE = "Domain-Invariant Feature and Generative Adversarial Network Boundary
Enhancement for Multi-Source Unsupervised Hyperspectral Image
Classification",
JOURNAL = RS,
VOLUME = "15",
YEAR = "2023",
NUMBER = "22",
PAGES = "5306",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT142158"}
@article{bb146224,
AUTHOR = "Ashraf, M. and Zhou, X.C. and Vivone, G. and Chen, L.H. and Chen, R. and Majdard, R.S.",
TITLE = "Spatial-Spectral BERT for Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "3",
PAGES = "539",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT142159"}
@article{bb146225,
AUTHOR = "Wang, C.Z. and Huang, J. and Lv, M.Y. and Wu, Y.M. and Qin, R.",
TITLE = "Dual-Branch Adaptive Convolutional Transformer for Hyperspectral
Image Classification",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "9",
PAGES = "1615",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT142160"}
@article{bb146226,
AUTHOR = "Chen, Y. and Wang, X.P. and Zhang, J.H. and Shang, X.D. and Hu, Y.B. and Zhang, S.C. and Wang, J.J.",
TITLE = "A New Dual-Branch Embedded Multivariate Attention Network for
Hyperspectral Remote Sensing Classification",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "11",
PAGES = "2029",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT142161"}
@article{bb146227,
AUTHOR = "Zhang, H. and Liu, H.H. and Yang, R.H. and Wang, W. and Luo, Q.Q. and Tu, C.D.",
TITLE = "Hyperspectral Image Classification Based on Double-Branch Multi-Scale
Dual-Attention Network",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "12",
PAGES = "2051",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT142162"}
@article{bb146228,
AUTHOR = "Islam, M.R. and Islam, M.T. and Uddin, M.P. and Ulhaq, A.",
TITLE = "Improving Hyperspectral Image Classification with Compact
Multi-Branch Deep Learning",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "12",
PAGES = "2069",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT142163"}
@article{bb146229,
AUTHOR = "Sun, Q. and Zhao, G.R. and Xia, X.Y. and Xie, Y. and Fang, C.R. and Sun, L. and Wu, Z.B. and Pan, C.S.",
TITLE = "Hyperspectral Image Classification Based on Multi-Scale Convolutional
Features and Multi-Attention Mechanisms",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "12",
PAGES = "2185",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT142164"}
@article{bb146230,
AUTHOR = "Zang, C. and Song, G.C. and Li, L. and Zhao, G.R. and Lu, W.X. and Jiang, G.Y. and Sun, Q.",
TITLE = "DB-MFENet: A Dual-Branch Multi-Frequency Feature Enhancement Network
for Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "8",
PAGES = "1458",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT142165"}
@article{bb146231,
AUTHOR = "Zhu, X.H. and Li, K.R. and Deng, Y.J. and Long, C.F. and Wang, W.Y. and Tan, S.Q.",
TITLE = "Center-Highlighted Multiscale CNN for Classification of Hyperspectral
Images",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "21",
PAGES = "4055",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT142166"}
@article{bb146232,
AUTHOR = "Tang, X.B. and Zhang, K. and Zhou, X.L. and Zeng, L.B. and Huang, S.",
TITLE = "Enhancing Binary Convolutional Neural Networks for Hyperspectral
Image Classification",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "23",
PAGES = "4398",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT142167"}
@article{bb146233,
AUTHOR = "Liu, X. and Ng, A.H.M. and Lei, F.Y. and Ren, J.C. and Liao, X.J. and Ge, L.L.",
TITLE = "Hyperspectral Image Classification Using a Multi-Scale CNN
Architecture with Asymmetric Convolutions from Small to Large Kernels",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "8",
PAGES = "1461",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT142168"}
@article{bb146234,
AUTHOR = "Wang, W.Y. and Deng, Y.J. and Xu, Y.P. and Guo, B.J. and Zhang, C.L. and Li, H.C.",
TITLE = "Adaptive Spectral Correlation Learning Neural Network for
Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "11",
PAGES = "1847",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT142169"}
@article{bb146235,
AUTHOR = "Meng, Z. and Zhang, T.Z. and Zhao, F. and Hua, W.Q. and Sun, T.",
TITLE = "Channel-Reduced Transformer With Cross-Region Tokenization for
Hyperspectral Image Classification",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "3112-3116",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT142170"}
@article{bb146236,
AUTHOR = "Yang, C. and Liu, Z.Z. and Guan, R. and Zhao, H.",
TITLE = "A Semi-Supervised Multi-Scale Convolutional Neural Network for
Hyperspectral Image Classification with Limited Labeled Samples",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "19",
PAGES = "3273",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT142171"}
@article{bb146237,
AUTHOR = "Anagnostou, P. and Tasoulis, S.K. and Vrahatis, A.G. and Georgakopoulos, S.V. and Plagianakos, V.P.",
TITLE = "Boosting neural network performance for high dimensional data through
random projections",
JOURNAL = PRL,
VOLUME = "199",
YEAR = "2026",
PAGES = "149-155",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT142172"}
@article{bb146238,
AUTHOR = "Hu, W. and Shi, W. and Lan, C.J. and Li, Y.X. and He, L.",
TITLE = "Hyperspectral Image Classification with Multi-Path 3D-CNN and
Coordinated Hierarchical Attention",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "24",
PAGES = "4035",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT142173"}
@article{bb146239,
AUTHOR = "Gui, Y.N. and Xu, L. and Ming, D.P. and Wei, Y.F. and Huang, M.",
TITLE = "Hyperspectral Image Classification Using SIFANet:
A Dual-Branch Structure Combining CNN and Transformer",
JOURNAL = RS,
VOLUME = "18",
YEAR = "2026",
NUMBER = "3",
PAGES = "398",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT142174"}
@article{bb146240,
AUTHOR = "Hu, N.N. and Wang, Z. and Wang, M.H. and Zhao, Y.F.",
TITLE = "Double-Attention Context Interactive Network for Hyperspectral Image
Classification",
JOURNAL = RS,
VOLUME = "18",
YEAR = "2026",
NUMBER = "7",
PAGES = "1059",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT142175"}
@article{bb146241,
AUTHOR = "Zhan, K. and Huo, Z.J. and Yin, Z.J. and Yang, Z.",
TITLE = "Rethinking Data Leakage in Patch-Based Hyperspectral Image
Classification with Traditional Deep Networks",
JOURNAL = RS,
VOLUME = "18",
YEAR = "2026",
NUMBER = "7",
PAGES = "979",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT142176"}
@inproceedings{bb146242,
AUTHOR = "Suarez, P.L. and Sappa, A.D. and Vintimilla, B.X.",
TITLE = "Cycle Generative Adversarial Network:
Towards A Low-Cost Vegetation Index Estimation",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "2783-2787",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT142177"}
@inproceedings{bb146243,
AUTHOR = "Teffahi, H. and Teffahi, N.",
TITLE = "EMAP-DCNN: A Novel Mathematical Morphology and Deep Learning Combined
Framework for Hyperspectral Image Classification",
BOOKTITLE = ISPRS20,
YEAR = "2020",
PAGES = "B3:479-486",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT142178"}
@inproceedings{bb146244,
AUTHOR = "Buehler, C. and Schenkel, F. and Gross, W. and Schaab, G. and Middelmann, W.",
TITLE = "Strategic Optimization of Convolutional Neural Networks For
Hyperspectral Land Cover Classification",
BOOKTITLE = ISPRS20,
YEAR = "2020",
PAGES = "B3:363-369",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT142179"}
@inproceedings{bb146245,
AUTHOR = "Voulodimos, A. and Fokeas, K. and Doulamis, N. and Doulamis, A. and Makantasis, K.",
TITLE = "Noise-tolerant Hyperspectral Image Classification Using Discrete Cosine
Transform and Convolutional Neural Networks",
BOOKTITLE = ISPRS20,
YEAR = "2020",
PAGES = "B2:1281-1287",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT142180"}
@inproceedings{bb146246,
AUTHOR = "Hosseiny, B. and Rastiveis, H. and Daneshtalab, S.",
TITLE = "Hyperspectral Image Classification By Exploiting Convolutional Neural
Networks",
BOOKTITLE = SMPR19,
YEAR = "2019",
PAGES = "535-540",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT142181"}
@inproceedings{bb146247,
AUTHOR = "Le, J.H. and Yazdanpanah, A.P. and Regentova, E.E. and Muthukumar, V.",
TITLE = "A Deep Belief Network for Classifying Remotely-Sensed Hyperspectral
Data",
BOOKTITLE = ISVC15,
YEAR = "2015",
PAGES = "I: 682-692",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT142182"}
@inproceedings{bb146248,
AUTHOR = "Li, T. and Zhang, J.P. and Zhang, Y.",
TITLE = "Classification of hyperspectral image based on deep belief networks",
BOOKTITLE = ICIP14,
YEAR = "2014",
PAGES = "5132-5136",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT142183"}
@inproceedings{bb146249,
AUTHOR = "Muhammed, H.H.",
TITLE = "Unsupervised hyperspectral image segmentation using a new class of
neuro-fuzzy systems based on weighted incremental neural networks",
BOOKTITLE = AIPR02,
YEAR = "2002",
PAGES = "171-177",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT142184"}
@inproceedings{bb146250,
AUTHOR = "Muhammed, H.H.",
TITLE = "Using hyperspectral reflectance data for discrimination between healthy
and diseased plants, and determination of damage-level in diseased
plants",
BOOKTITLE = AIPR02,
YEAR = "2002",
PAGES = "49-54",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615hsn2.html#TT142185"}
@article{bb146251,
AUTHOR = "Moudden, Y. and Bobin, J.",
TITLE = "Hyperspectral BSS Using GMCA With Spatio-Spectral Sparsity Constraints",
JOURNAL = IP,
VOLUME = "20",
YEAR = "2011",
NUMBER = "3",
MONTH = "March",
PAGES = "872-879",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142186"}
@article{bb146252,
AUTHOR = "Zhang, H.Y. and Zhai, H. and Zhang, L.P. and Li, P.X.",
TITLE = "Spectral-Spatial Sparse Subspace Clustering for Hyperspectral Remote
Sensing Images",
JOURNAL = GeoRS,
VOLUME = "54",
YEAR = "2016",
NUMBER = "6",
MONTH = "June",
PAGES = "3672-3684",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142187"}
@article{bb146253,
AUTHOR = "Huang, S.G. and Zhang, H.Y. and Du, Q. and Pizurica, A.",
TITLE = "Sketch-Based Subspace Clustering of Hyperspectral Images",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
NUMBER = "5",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142188"}
@inproceedings{bb146254,
AUTHOR = "Huang, S.G. and Zhang, H.Y. and Pizurica, A.",
TITLE = "Joint Sparsity Based Sparse Subspace Clustering for Hyperspectral
Images",
BOOKTITLE = ICIP18,
YEAR = "2018",
PAGES = "3878-3882",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142189"}
@article{bb146255,
AUTHOR = "Zhai, H. and Zhang, H.Y. and Zhang, L.P. and Li, P.X.",
TITLE = "Sparsity-Based Clustering for Large Hyperspectral Remote Sensing
Images",
JOURNAL = GeoRS,
VOLUME = "59",
YEAR = "2021",
NUMBER = "12",
MONTH = "December",
PAGES = "10410-10424",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142190"}
@inproceedings{bb146256,
AUTHOR = "Huang, S.G. and Zhang, H.Y. and Pizurica, A.",
TITLE = "Sketched Sparse Subspace Clustering For Large-Scale Hyperspectral
Images",
BOOKTITLE = ICIP20,
YEAR = "2020",
PAGES = "1766-1770",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142191"}
@article{bb146257,
AUTHOR = "Xia, G.S. and Wang, Z.F. and Xiong, C.M. and Zhang, L.P.",
TITLE = "Accurate Annotation of Remote Sensing Images via Active Spectral
Clustering with Little Expert Knowledge",
JOURNAL = RS,
VOLUME = "7",
YEAR = "2015",
NUMBER = "11",
PAGES = "15014",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142192"}
@article{bb146258,
AUTHOR = "Li, J.Y. and Zhang, H.Y. and Zhang, L.P.",
TITLE = "Column-generation kernel nonlocal joint collaborative representation
for hyperspectral image classification",
JOURNAL = PandRS,
VOLUME = "94",
YEAR = "2014",
NUMBER = "1",
PAGES = "25-36",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142193"}
@article{bb146259,
AUTHOR = "Li, J.Y. and Zhang, H.Y. and Zhang, L.P. and Huang, X. and Zhang, L.F.",
TITLE = "Joint Collaborative Representation With Multitask Learning for
Hyperspectral Image Classification",
JOURNAL = GeoRS,
VOLUME = "52",
YEAR = "2014",
NUMBER = "9",
MONTH = "Sep",
PAGES = "5923-5936",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142194"}
@article{bb146260,
AUTHOR = "Xu, Y.Y. and Li, X.T. and Yuan, H.B. and Yang, Y.B. and Zhang, L.F.",
TITLE = "Multi-Task Learning with Multi-Query Transformer for Dense Prediction",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "2",
MONTH = "February",
PAGES = "1228-1240",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142195"}
@inproceedings{bb146261,
AUTHOR = "Xu, Y.Y. and Yang, Y.B. and Zhang, L.F.",
TITLE = "Multi-Task Learning with Knowledge Distillation for Dense Prediction",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "21493-21502",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142196"}
@article{bb146262,
AUTHOR = "Zhai, H. and Zhang, H.Y. and Xu, X. and Zhang, L.P. and Li, P.X.",
TITLE = "Kernel Sparse Subspace Clustering with a Spatial Max Pooling
Operation for Hyperspectral Remote Sensing Data Interpretation",
JOURNAL = RS,
VOLUME = "9",
YEAR = "2017",
NUMBER = "4",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142197"}
@inproceedings{bb146263,
AUTHOR = "Zhang, H.Y. and Zhai, H. and Liao, W.Z. and Cao, L.Q. and Zhang, L.P. and Pizurica, A.",
TITLE = "Hyperspectral Image Kernel Sparse Subspace Clustering With Spatial Max
Pooling Operation",
BOOKTITLE = ISPRS16,
YEAR = "2016",
PAGES = "B3: 945-948",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142198"}
@article{bb146264,
AUTHOR = "Li, J.Y. and Zhang, H.Y. and Zhang, L.P.",
TITLE = "Efficient Superpixel-Level Multitask Joint Sparse Representation for
Hyperspectral Image Classification",
JOURNAL = GeoRS,
VOLUME = "53",
YEAR = "2015",
NUMBER = "10",
MONTH = "October",
PAGES = "5338-5351",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142199"}
@article{bb146265,
AUTHOR = "Xu, Y.H. and Du, B. and Zhang, F. and Zhang, L.P.",
TITLE = "Hyperspectral image classification via a random patches network",
JOURNAL = PandRS,
VOLUME = "142",
YEAR = "2018",
PAGES = "344-357",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142200"}
@article{bb146266,
AUTHOR = "Li, J.Y. and Zhang, H.Y. and Huang, Y. and Zhang, L.P.",
TITLE = "Hyperspectral Image Classification by Nonlocal Joint Collaborative
Representation With a Locally Adaptive Dictionary",
JOURNAL = GeoRS,
VOLUME = "52",
YEAR = "2014",
NUMBER = "6",
MONTH = "June",
PAGES = "3707-3719",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142201"}
@article{bb146267,
AUTHOR = "Zhang, L.P. and Huang, X. and Huang, B. and Li, P.X.",
TITLE = "A Pixel Shape Index Coupled With Spectral Information for
Classification of High Spatial Resolution Remotely Sensed Imagery",
JOURNAL = GeoRS,
VOLUME = "44",
YEAR = "2006",
NUMBER = "10",
MONTH = "October",
PAGES = "2950-2961",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142202"}
@article{bb146268,
AUTHOR = "Zhao, J. and Zhong, Y.F. and Jia, T.Y. and Wang, X.Y. and Xu, Y. and Shu, H. and Zhang, L.P.",
TITLE = "Spectral-Spatial Classification of Hyperspectral Imagery with
Cooperative Game",
JOURNAL = PandRS,
VOLUME = "135",
YEAR = "2018",
NUMBER = "Supplement C",
PAGES = "31-42",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142203"}
@article{bb146269,
AUTHOR = "Wei, L.F. and Yu, M. and Zhong, Y.F. and Zhao, J. and Liang, Y.J. and Hu, X.",
TITLE = "Spatial-Spectral Fusion Based on Conditional Random Fields for the
Fine Classification of Crops in UAV-Borne Hyperspectral Remote
Sensing Imagery",
JOURNAL = RS,
VOLUME = "11",
YEAR = "2019",
NUMBER = "7",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142204"}
@article{bb146270,
AUTHOR = "Wei, L.F. and Yu, M. and Liang, Y.J. and Yuan, Z. and Huang, C. and Li, R. and Yu, Y.W.",
TITLE = "Precise Crop Classification Using Spectral-Spatial-Location Fusion
Based on Conditional Random Fields for UAV-Borne Hyperspectral Remote
Sensing Imagery",
JOURNAL = RS,
VOLUME = "11",
YEAR = "2019",
NUMBER = "17",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142205"}
@article{bb146271,
AUTHOR = "Zhong, Y.F. and Jia, T.Y. and Zhao, J. and Wang, X.Y. and Jin, S.Y.",
TITLE = "Spatial-Spectral-Emissivity Land-Cover Classification Fusing Visible
and Thermal Infrared Hyperspectral Imagery",
JOURNAL = RS,
VOLUME = "9",
YEAR = "2017",
NUMBER = "9",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142206"}
@article{bb146272,
AUTHOR = "Tarabalka, Y. and Haavardsholm, T.V. and Kasen, I. and Skauli, T.",
TITLE = "Real-time anomaly detection in hyperspectral images using multivariate
normal mixture models and GPU processing",
JOURNAL = RealTimeIP,
VOLUME = "4",
YEAR = "2009",
NUMBER = "3",
MONTH = "August",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142207"}
@article{bb146273,
AUTHOR = "Fauvel, M. and Tarabalka, Y. and Benediktsson, J.A. and Chanussot, J. and Tilton, J.C.",
TITLE = "Advances in Spectral-Spatial Classification of Hyperspectral Images",
JOURNAL = PIEEE,
VOLUME = "100",
YEAR = "2013",
NUMBER = "3",
MONTH = "March",
PAGES = "652-675",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142208"}
@article{bb146274,
AUTHOR = "Fauvel, M. and Chanussot, J. and Benediktsson, J.A.",
TITLE = "A spatial-spectral kernel-based approach for the classification of
remote-sensing images",
JOURNAL = PR,
VOLUME = "45",
YEAR = "2012",
NUMBER = "1",
PAGES = "381-392",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142209"}
@article{bb146275,
AUTHOR = "Fang, L.Y. and He, N.J. and Li, S.T. and Ghamisi, P. and Benediktsson, J.A.",
TITLE = "Extinction Profiles Fusion for Hyperspectral Images Classification",
JOURNAL = GeoRS,
VOLUME = "56",
YEAR = "2018",
NUMBER = "3",
MONTH = "March",
PAGES = "1803-1815",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142210"}
@article{bb146276,
AUTHOR = "Fang, L.Y. and Li, S.T. and Kang, X.D. and Benediktsson, J.A.",
TITLE = "Spectral-Spatial Classification of Hyperspectral Images With a
Superpixel-Based Discriminative Sparse Model",
JOURNAL = GeoRS,
VOLUME = "53",
YEAR = "2015",
NUMBER = "8",
MONTH = "August",
PAGES = "4186-4201",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142211"}
@article{bb146277,
AUTHOR = "Cao, F.X. and Yang, Z.J. and Ren, J.C. and Ling, W.K. and Zhao, H.M. and Sun, M.J. and Benediktsson, J.A.",
TITLE = "Sparse Representation-Based Augmented Multinomial Logistic Extreme
Learning Machine With Weighted Composite Features for
Spectral-Spatial Classification of Hyperspectral Images",
JOURNAL = GeoRS,
VOLUME = "56",
YEAR = "2018",
NUMBER = "11",
MONTH = "November",
PAGES = "6263-6279",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142212"}
@article{bb146278,
AUTHOR = "Zhang, A.Z. and Pan, Z.J. and Fu, H. and Sun, G.Y. and Rong, J. and Ren, J.C. and Jia, X.P. and Yao, Y.J.",
TITLE = "Superpixel Nonlocal Weighting Joint Sparse Representation for
Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "9",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142213"}
@article{bb146279,
AUTHOR = "Gao, Q. and Lim, S. and Jia, X.P.",
TITLE = "Improved Joint Sparse Models for Hyperspectral Image Classification
Based on a Novel Neighbour Selection Strategy",
JOURNAL = RS,
VOLUME = "10",
YEAR = "2018",
NUMBER = "6",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142214"}
@article{bb146280,
AUTHOR = "Li, S.T. and Dian, R. and Fang, L.Y. and Bioucas Dias, J.M.",
TITLE = "Fusing Hyperspectral and Multispectral Images via Coupled Sparse
Tensor Factorization",
JOURNAL = IP,
VOLUME = "27",
YEAR = "2018",
NUMBER = "8",
MONTH = "August",
PAGES = "4118-4130",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142215"}
@article{bb146281,
AUTHOR = "Dian, R. and Li, S.T. and Fang, L.Y. and Lu, T. and Bioucas Dias, J.M.",
TITLE = "Nonlocal Sparse Tensor Factorization for Semiblind Hyperspectral and
Multispectral Image Fusion",
JOURNAL = Cyber,
VOLUME = "50",
YEAR = "2020",
NUMBER = "10",
MONTH = "October",
PAGES = "4469-4480",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142216"}
@inproceedings{bb146282,
AUTHOR = "Dian, R. and Fang, L.Y. and Li, S.T.",
TITLE = "Hyperspectral Image Super-Resolution via Non-local Sparse Tensor
Factorization",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "3862-3871",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142217"}
@inproceedings{bb146283,
AUTHOR = "Dian, R. and Li, S.T. and Fang, L.Y.",
TITLE = "Non-local sparse representation for hyperspectral image
super-resolution",
BOOKTITLE = ICIP16,
YEAR = "2016",
PAGES = "2832-2835",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142218"}
@inproceedings{bb146284,
AUTHOR = "Yin, H.T. and Li, S.T. and Hu, J.W.",
TITLE = "Single image super resolution via texture constrained sparse
representation",
BOOKTITLE = ICIP11,
YEAR = "2011",
PAGES = "1161-1164",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142219"}
@article{bb146285,
AUTHOR = "Nascimento, S.M.C. and Ferreira, F. and Foster, D.H.",
TITLE = "Statistics of spatial cone-excitation ratios in natural scenes",
JOURNAL = JOSA-A,
VOLUME = "19",
YEAR = "2002",
NUMBER = "8",
MONTH = "August",
PAGES = "1484-1490",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142220"}
@article{bb146286,
AUTHOR = "Foster, D.H. and Nascimento, S.M.C. and Amano, K.",
TITLE = "Information limits on neural identification of coloured surfaces
in natural scenes",
JOURNAL = "Visual Neuroscience",
VOLUME = "21",
YEAR = "2004",
PAGES = "331-336",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142221"}
@article{bb146287,
AUTHOR = "Fauvel, M. and Chanussot, J. and Benediktsson, J.A. and Villa, A.",
TITLE = "Parsimonious Mahalanobis kernel for the classification of high
dimensional data",
JOURNAL = PR,
VOLUME = "46",
YEAR = "2013",
NUMBER = "3",
MONTH = "March",
PAGES = "845-854",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142222"}
@inproceedings{bb146288,
AUTHOR = "Fauvel, M. and Chanussot, J. and Benediktsson, J.A.",
TITLE = "Adaptive Pixel Neighborhood Definition for the Classification of
Hyperspectral Images with Support Vector Machines and Composite Kernel",
BOOKTITLE = ICIP08,
YEAR = "2008",
PAGES = "1884-1887",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142223"}
@article{bb146289,
AUTHOR = "Fu, W. and Li, S.T. and Fang, L.Y. and Benediktsson, J.A.",
TITLE = "Adaptive Spectral-Spatial Compression of Hyperspectral Image With
Sparse Representation",
JOURNAL = GeoRS,
VOLUME = "55",
YEAR = "2017",
NUMBER = "2",
MONTH = "February",
PAGES = "671-682",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142224"}
@article{bb146290,
AUTHOR = "Lu, T. and Li, S.T. and Fang, L.Y. and Ma, Y. and Benediktsson, J.A.",
TITLE = "Spectral-Spatial Adaptive Sparse Representation for Hyperspectral
Image Denoising",
JOURNAL = GeoRS,
VOLUME = "54",
YEAR = "2016",
NUMBER = "1",
MONTH = "January",
PAGES = "373-385",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142225"}
@article{bb146291,
AUTHOR = "Lu, T. and Li, S.T. and Fang, L.Y. and Bruzzone, L. and Benediktsson, J.A.",
TITLE = "Set-to-Set Distance-Based Spectral-Spatial Classification of
Hyperspectral Images",
JOURNAL = GeoRS,
VOLUME = "54",
YEAR = "2016",
NUMBER = "12",
MONTH = "December",
PAGES = "7122-7134",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142226"}
@article{bb146292,
AUTHOR = "Kang, X.D. and Li, S.T. and Benediktsson, J.A.",
TITLE = "Spectral-Spatial Hyperspectral Image Classification With
Edge-Preserving Filtering",
JOURNAL = GeoRS,
VOLUME = "52",
YEAR = "2014",
NUMBER = "5",
MONTH = "May",
PAGES = "2666-2677",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142227"}
@article{bb146293,
AUTHOR = "Kang, X.D. and Li, S.T. and Benediktsson, J.A.",
TITLE = "Feature Extraction of Hyperspectral Images With Image Fusion and
Recursive Filtering",
JOURNAL = GeoRS,
VOLUME = "52",
YEAR = "2014",
NUMBER = "6",
MONTH = "June",
PAGES = "3742-3752",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142228"}
@article{bb146294,
AUTHOR = "Li, J. and Marpu, P.R. and Plaza, A. and Bioucas Dias, J.M. and Benediktsson, J.A.",
TITLE = "Generalized Composite Kernel Framework for Hyperspectral Image
Classification",
JOURNAL = GeoRS,
VOLUME = "51",
YEAR = "2013",
NUMBER = "9",
PAGES = "4816-4829",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142229"}
@article{bb146295,
AUTHOR = "Kang, X.D. and Li, S.T. and Fang, L.Y. and Li, M.X. and Benediktsson, J.A.",
TITLE = "Extended Random Walker-Based Classification of Hyperspectral Images",
JOURNAL = GeoRS,
VOLUME = "53",
YEAR = "2015",
NUMBER = "1",
MONTH = "January",
PAGES = "144-153",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142230"}
@article{bb146296,
AUTHOR = "Sun, B. and Kang, X.D. and Li, S.T. and Benediktsson, J.A.",
TITLE = "Random-Walker-Based Collaborative Learning for Hyperspectral Image
Classification",
JOURNAL = GeoRS,
VOLUME = "55",
YEAR = "2017",
NUMBER = "1",
MONTH = "January",
PAGES = "212-222",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142231"}
@article{bb146297,
AUTHOR = "Li, S.T. and Lu, T. and Fang, L.Y. and Jia, X.P. and Benediktsson, J.A.",
TITLE = "Probabilistic Fusion of Pixel-Level and Superpixel-Level
Hyperspectral Image Classification",
JOURNAL = GeoRS,
VOLUME = "54",
YEAR = "2016",
NUMBER = "12",
MONTH = "December",
PAGES = "7416-7430",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142232"}
@article{bb146298,
AUTHOR = "Li, J. and Bioucas Dias, J.M. and Plaza, A.",
TITLE = "Semisupervised Hyperspectral Image Segmentation Using Multinomial
Logistic Regression With Active Learning",
JOURNAL = GeoRS,
VOLUME = "48",
YEAR = "2010",
NUMBER = "11",
MONTH = "November",
PAGES = "4085-4098",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142233"}
@article{bb146299,
AUTHOR = "Li, J. and Bioucas Dias, J.M. and Plaza, A.",
TITLE = "Hyperspectral Image Segmentation Using a New Bayesian Approach With
Active Learning",
JOURNAL = GeoRS,
VOLUME = "49",
YEAR = "2011",
NUMBER = "10",
MONTH = "October",
PAGES = "3947-3960",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern615ss1.html#TT142234"}
Last update:Apr 23, 2026 at 15:05:02