@article{bb145800,
AUTHOR = "Neher, R. and Srivastava, A.",
TITLE = "A Bayesian MRF Framework for Labeling Terrain Using Hyperspectral
Imaging",
JOURNAL = GeoRS,
VOLUME = "43",
YEAR = "2005",
NUMBER = "6",
MONTH = "June",
PAGES = "1363-1374",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141738"}
@article{bb145801,
AUTHOR = "Moshou, D. and Bravo, C. and Oberti, R. and West, J. and Bodria, L. and McCartney, A. and Ramon, H.",
TITLE = "Plant disease detection based on data fusion of hyper-spectral and
multi-spectral fluorescence imaging using Kohonen maps",
JOURNAL = RealTimeImg,
VOLUME = "11",
YEAR = "2005",
NUMBER = "2",
MONTH = "April",
PAGES = "75-83",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141739"}
@article{bb145802,
AUTHOR = "Pilevar, A.H. and Sukumar, M.",
TITLE = "GCHL: A grid-clustering algorithm for high-dimensional very large
spatial data bases",
JOURNAL = PRL,
VOLUME = "26",
YEAR = "2005",
NUMBER = "7",
MONTH = "May",
PAGES = "999-1010",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141740"}
@article{bb145803,
AUTHOR = "Brown, A.J.",
TITLE = "Spectral Curve Fitting for Automatic Hyperspectral Data Analysis",
JOURNAL = GeoRS,
VOLUME = "44",
YEAR = "2006",
NUMBER = "6",
MONTH = "June",
PAGES = "1601-1608",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141741"}
@article{bb145804,
AUTHOR = "Weinberger, K.Q. and Saul, L.K.",
TITLE = "Unsupervised Learning of Image Manifolds by Semidefinite Programming",
JOURNAL = IJCV,
VOLUME = "70",
YEAR = "2006",
NUMBER = "1",
MONTH = "October",
PAGES = "77-90",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141742"}
@inproceedings{bb145805,
AUTHOR = "Saul, L.K. and Weinberger, K.Q.",
TITLE = "Unsupervised Learning of Image Manifolds by Semidefinite Programming",
BOOKTITLE = CVPR04,
YEAR = "2004",
PAGES = "II: 988-995",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141742"}
@article{bb145806,
AUTHOR = "Renzullo, L.J. and Blanchfield, A.L. and Powell, K.S.",
TITLE = "A Method of Wavelength Selection and Spectral Discrimination of
Hyperspectral Reflectance Spectrometry",
JOURNAL = GeoRS,
VOLUME = "44",
YEAR = "2006",
NUMBER = "7",
MONTH = "July",
PAGES = "1986-1994",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141743"}
@article{bb145807,
AUTHOR = "Berge, A. and Solberg, A.S.",
TITLE = "Structured Gaussian Components for Hyperspectral Image Classification",
JOURNAL = GeoRS,
VOLUME = "44",
YEAR = "2006",
NUMBER = "11",
MONTH = "November",
PAGES = "3386-3396",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141744"}
@article{bb145808,
AUTHOR = "Berge, A. and Jensen, A.C. and Solberg, A.H.S.",
TITLE = "Sparse Inverse Covariance Estimates for Hyperspectral Image
Classification",
JOURNAL = GeoRS,
VOLUME = "45",
YEAR = "2007",
NUMBER = "5",
MONTH = "May",
PAGES = "1399-1407",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141745"}
@inproceedings{bb145809,
AUTHOR = "Berge, A. and Solberg, A.H.S.",
TITLE = "Sparse Covariance Estimates for High Dimensional Classification Using
the Cholesky Decomposition",
BOOKTITLE = SSPR06,
YEAR = "2006",
PAGES = "835-843",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141746"}
@article{bb145810,
AUTHOR = "Jensen, A.C. and Berge, A. and Solberg, A.H.S.",
TITLE = "Regression Approaches to Small Sample Inverse Covariance Matrix
Estimation for Hyperspectral Image Classification",
JOURNAL = GeoRS,
VOLUME = "46",
YEAR = "2008",
NUMBER = "10",
MONTH = "October",
PAGES = "2814-2822",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141747"}
@article{bb145811,
AUTHOR = "Jensen, A.C. and Loog, M. and Solberg, A.H.S.",
TITLE = "Using Multiscale Spectra in Regularizing Covariance Matrices for
Hyperspectral Image Classification",
JOURNAL = GeoRS,
VOLUME = "48",
YEAR = "2010",
NUMBER = "4",
MONTH = "April",
PAGES = "1851-1859",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141748"}
@inproceedings{bb145812,
AUTHOR = "Jensen, A.C. and Loog, M.",
TITLE = "Forming Different-Complexity Covariance-Model Subspaces through
Piecewise-Constant Spectra for Hyperspectral Image Classification",
BOOKTITLE = SCIA11,
YEAR = "2011",
PAGES = "186-195",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141749"}
@article{bb145813,
AUTHOR = "Rud, R. and Shoshany, M. and Alchanatis, V. and Cohen, Y.",
TITLE = "Application of spectral features' ratios for improving classification
in partially calibrated hyperspectral imagery: a case study of
separating Mediterranean vegetation species",
JOURNAL = RealTimeIP,
VOLUME = "1",
YEAR = "2006",
NUMBER = "2",
MONTH = "December",
PAGES = "143-152",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141750"}
@book{bb145814,
AUTHOR = "Kogan, J.",
TITLE = "Introduction to Clustering Large and High-Dimensional Data",
PUBLISHER = "Cambridge University Press",
YEAR = "2006",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141751"}
@article{bb145815,
AUTHOR = "Hsu, P.H.",
TITLE = "Feature extraction of hyperspectral images using wavelet and matching
pursuit",
JOURNAL = PandRS,
VOLUME = "62",
YEAR = "2007",
NUMBER = "2",
MONTH = "June",
PAGES = "78-92",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141752"}
@article{bb145816,
AUTHOR = "Kasapoglu, N.G. and Ersoy, O.K.",
TITLE = "Border Vector Detection and Adaptation for Classification of
Multispectral and Hyperspectral Remote Sensing Images",
JOURNAL = GeoRS,
VOLUME = "45",
YEAR = "2007",
NUMBER = "12",
MONTH = "December",
PAGES = "3880-3893",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141753"}
@article{bb145817,
AUTHOR = "Kaya, G.T. and Ersoy, O.K. and Kamasak, M.E.",
TITLE = "Support Vector Selection and Adaptation for Remote Sensing
Classification",
JOURNAL = GeoRS,
VOLUME = "49",
YEAR = "2011",
NUMBER = "6",
MONTH = "June",
PAGES = "2071-2079",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141754"}
@article{bb145818,
AUTHOR = "Guo, B.F. and Gunn, S.R. and Damper, R.I. and Nelson, J.D.B.",
TITLE = "Customizing Kernel Functions for SVM-Based Hyperspectral Image
Classification",
JOURNAL = IP,
VOLUME = "17",
YEAR = "2008",
NUMBER = "4",
MONTH = "April",
PAGES = "622-629",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141755"}
@article{bb145819,
AUTHOR = "Orlov, N. and Shamir, L. and Macura, T. and Johnston, J. and Eckley, D.M. and Goldberg, I.G.",
TITLE = "Wnd-charm:
Multi-purpose image classification using compound image transforms",
JOURNAL = PRL,
VOLUME = "29",
YEAR = "2008",
NUMBER = "11",
MONTH = "August",
PAGES = "1684-1693",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141756"}
@article{bb145820,
AUTHOR = "Chang, C.I. and Chakravarty, S. and Chen, H.M. and Ouyang, Y.C.",
TITLE = "Spectral derivative feature coding for hyperspectral signature analysis",
JOURNAL = PR,
VOLUME = "42",
YEAR = "2009",
NUMBER = "3",
MONTH = "March",
PAGES = "395-408",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141757"}
@article{bb145821,
AUTHOR = "Wu, C.C. and Chen, H.M. and Chang, C.I.",
TITLE = "Real-time N-finder processing algorithms for hyperspectral imagery",
JOURNAL = RealTimeIP,
VOLUME = "7",
YEAR = "2012",
NUMBER = "2",
MONTH = "June",
PAGES = "105-129",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141758"}
@article{bb145822,
AUTHOR = "Chen, J. and Jia, X. and Yang, W. and Matsushita, B.",
TITLE = "Generalization of Subpixel Analysis for Hyperspectral Data With
Flexibility in Spectral Similarity Measures",
JOURNAL = GeoRS,
VOLUME = "47",
YEAR = "2009",
NUMBER = "7",
MONTH = "July",
PAGES = "2165-2171",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141759"}
@article{bb145823,
AUTHOR = "Bellucci, J.P. and Smetek, T.E. and Bauer, K.W.",
TITLE = "Improved Hyperspectral Image Processing Algorithm Testing Using
Synthetic Imagery and Factorial Designed Experiments",
JOURNAL = GeoRS,
VOLUME = "48",
YEAR = "2010",
NUMBER = "3",
MONTH = "March",
PAGES = "1211-1223",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141760"}
@article{bb145824,
AUTHOR = "Kalluri, H.R. and Prasad, S. and Bruce, L.M.",
TITLE = "Decision-Level Fusion of Spectral Reflectance and Derivative
Information for Robust Hyperspectral Land Cover Classification",
JOURNAL = GeoRS,
VOLUME = "48",
YEAR = "2010",
NUMBER = "11",
MONTH = "November",
PAGES = "4047-4058",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141761"}
@article{bb145825,
AUTHOR = "Cao, G. and Bachega, L.R. and Bouman, C.A.",
TITLE = "The Sparse Matrix Transform for Covariance Estimation and Analysis of
High Dimensional Signals",
JOURNAL = IP,
VOLUME = "20",
YEAR = "2011",
NUMBER = "3",
MONTH = "March",
PAGES = "625-640",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141762"}
@article{bb145826,
AUTHOR = "Plaza, A. and Plaza, J. and Paz, A. and Sanchez, S.",
TITLE = "Parallel Hyperspectral Image and Signal Processing",
JOURNAL = SPMag,
VOLUME = "28",
YEAR = "2011",
NUMBER = "3",
PAGES = "119-126",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141763"}
@article{bb145827,
AUTHOR = "Mianji, F.A. and Zhang, Y.",
TITLE = "Robust Hyperspectral Classification Using Relevance Vector Machine",
JOURNAL = GeoRS,
VOLUME = "49",
YEAR = "2011",
NUMBER = "6",
MONTH = "June",
PAGES = "2100-2112",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141764"}
@inproceedings{bb145828,
AUTHOR = "Mianji, F.A. and Zhang, Y.",
TITLE = "Improved hyperspectral land-cover analysis using relevance vector
machine",
BOOKTITLE = ICIP10,
YEAR = "2010",
PAGES = "2281-2284",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141765"}
@article{bb145829,
AUTHOR = "Chen, Y. and Nasrabadi, N.M. and Tran, T.D.",
TITLE = "Hyperspectral Image Classification Using Dictionary-Based Sparse
Representation",
JOURNAL = GeoRS,
VOLUME = "49",
YEAR = "2011",
NUMBER = "10",
MONTH = "October",
PAGES = "3973-3985",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141766"}
@article{bb145830,
AUTHOR = "Chen, Y. and Nasrabadi, N.M. and Tran, T.D.",
TITLE = "Hyperspectral Image Classification via Kernel Sparse Representation",
JOURNAL = GeoRS,
VOLUME = "51",
YEAR = "2013",
NUMBER = "1",
MONTH = "January",
PAGES = "217-231",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141767"}
@inproceedings{bb145831,
AUTHOR = "Tran, T.D. and Nasrabadi, N.M. and Chen, Y.",
TITLE = "Hyperspectral Image Classification via Kernel Sparse Representation",
BOOKTITLE = ICIP11,
YEAR = "2011",
PAGES = "1233-1236",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141767"}
@article{bb145832,
AUTHOR = "Gonzalez, C. and Mozos, D. and Resano, J. and Plaza, A.",
TITLE = "FPGA Implementation of the N-FINDR Algorithm for Remotely Sensed
Hyperspectral Image Analysis",
JOURNAL = GeoRS,
VOLUME = "50",
YEAR = "2012",
NUMBER = "2",
MONTH = "February",
PAGES = "374-388",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141768"}
@article{bb145833,
AUTHOR = "Li, C. and Gao, L. and Plaza, A. and Zhang, B.",
TITLE = "FPGA implementation of a maximum simplex volume algorithm for endmember
extraction from remotely sensed hyperspectral images",
JOURNAL = RealTimeIP,
VOLUME = "16",
YEAR = "2019",
NUMBER = "5",
MONTH = "October",
PAGES = "1681-1694",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141769"}
@article{bb145834,
AUTHOR = "Blanes, I. and Serra Sagrista, J. and Marcellin, M.W. and Bartrina Rapesta, J.",
TITLE = "Divide-and-Conquer Strategies for Hyperspectral Image Processing:
A Review of Their Benefits and Advantages",
JOURNAL = SPMag,
VOLUME = "29",
YEAR = "2012",
NUMBER = "3",
PAGES = "71-81",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141770"}
@article{bb145835,
AUTHOR = "Bajorski, P.",
TITLE = "Generalized Detection Fusion for Hyperspectral Images",
JOURNAL = GeoRS,
VOLUME = "50",
YEAR = "2012",
NUMBER = "4",
MONTH = "April",
PAGES = "1199-1205",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141771"}
@article{bb145836,
AUTHOR = "Sami ul Haq, Q. and Tao, L. and Sun, F. and Yang, S.",
TITLE = "A Fast and Robust Sparse Approach for Hyperspectral Data Classification
Using a Few Labeled Samples",
JOURNAL = GeoRS,
VOLUME = "50",
YEAR = "2012",
NUMBER = "6",
MONTH = "June",
PAGES = "2287-2302",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141772"}
@article{bb145837,
AUTHOR = "Roscher, R. and Waske, B. and Forstner, W.",
TITLE = "Incremental Import Vector Machines for Classifying Hyperspectral Data",
JOURNAL = GeoRS,
VOLUME = "50",
YEAR = "2012",
NUMBER = "9",
MONTH = "September",
PAGES = "3463-3473",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141773"}
@article{bb145838,
AUTHOR = "Velasco Forero, S. and Angulo, J.",
TITLE = "Classification of hyperspectral images by tensor modeling and additive
morphological decomposition",
JOURNAL = PR,
VOLUME = "46",
YEAR = "2013",
NUMBER = "2",
MONTH = "February",
PAGES = "566-577",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141774"}
@article{bb145839,
AUTHOR = "Schmidt, K.",
TITLE = "Analyse hyperspektraler Signaturen mit doppelten Weibull-Funktionen",
JOURNAL = PFG,
VOLUME = "2011",
YEAR = "2011",
NUMBER = "5",
PAGES = "349-359",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141775"}
@article{bb145840,
AUTHOR = "Forzieri, G. and Moser, G. and Catani, F.",
TITLE = "Assessment of hyperspectral MIVIS sensor capability for heterogeneous
landscape classification",
JOURNAL = PandRS,
VOLUME = "74",
YEAR = "2012",
NUMBER = "1",
MONTH = "November",
PAGES = "175-184",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141776"}
@article{bb145841,
AUTHOR = "Bai, J. and Xiang, S. and Pan, C.",
TITLE = "A Graph-Based Classification Method for Hyperspectral Images",
JOURNAL = GeoRS,
VOLUME = "51",
YEAR = "2013",
NUMBER = "2",
MONTH = "February",
PAGES = "803-817",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141777"}
@article{bb145842,
AUTHOR = "Gurram, P. and Kwon, H.",
TITLE = "Sparse Kernel-Based Ensemble Learning With Fully Optimized Kernel
Parameters for Hyperspectral Classification Problems",
JOURNAL = GeoRS,
VOLUME = "51",
YEAR = "2013",
NUMBER = "2",
MONTH = "February",
PAGES = "787-802",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141778"}
@article{bb145843,
AUTHOR = "Lopez, S. and Vladimirova, T. and Gonzalez, C. and Resano, J. and Mozos, D. and Plaza, A.",
TITLE = "The Promise of Reconfigurable Computing for Hyperspectral Imaging
Onboard Systems: A Review and Trends",
JOURNAL = PIEEE,
VOLUME = "100",
YEAR = "2013",
NUMBER = "3",
MONTH = "March",
PAGES = "698-722",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141779"}
@article{bb145844,
AUTHOR = "Lin, T. and Bourennane, S.",
TITLE = "Hyperspectral Image Processing by Jointly Filtering
Wavelet Component Tensor",
JOURNAL = GeoRS,
VOLUME = "51",
YEAR = "2013",
NUMBER = "6",
PAGES = "3529-3541",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141780"}
@article{bb145845,
AUTHOR = "Rajwade, A. and Kittle, D. and Tsai, T.H. and Brady, D. and Carin, L.",
TITLE = "Coded Hyperspectral Imaging and Blind Compressive Sensing",
JOURNAL = SIIMS,
VOLUME = "6",
YEAR = "2013",
NUMBER = "2",
PAGES = "782-812",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141781"}
@inproceedings{bb145846,
AUTHOR = "Howle, C. and Clewes, R. and Guicheteau, J. and Ruxton, K. and Malcolm, G.",
TITLE = "Imager locates toxic liquids at stand-off distances",
BOOKTITLE = SPIE,
VOLUME = "Newsroom",
YEAR = "2013",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141782"}
@article{bb145847,
AUTHOR = "Golbabaee, M. and Arberet, S. and Vandergheynst, P.",
TITLE = "Compressive Source Separation:
Theory and Methods for Hyperspectral Imaging",
JOURNAL = IP,
VOLUME = "22",
YEAR = "2013",
NUMBER = "12",
PAGES = "5096-5110",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141783"}
@article{bb145848,
AUTHOR = "Salas, E.A.L. and Henebry, G.M.",
TITLE = "A New Approach for the Analysis of Hyperspectral Data:
Theory and Sensitivity Analysis of the Moment Distance Method",
JOURNAL = RS,
VOLUME = "6",
YEAR = "2013",
NUMBER = "1",
PAGES = "20-41",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141784"}
@article{bb145849,
AUTHOR = "He, Z. and Wang, Q. and Shen, Y. and Sun, M.",
TITLE = "Kernel Sparse Multitask Learning for Hyperspectral Image
Classification With Empirical Mode Decomposition and Morphological
Wavelet-Based Features",
JOURNAL = GeoRS,
VOLUME = "52",
YEAR = "2014",
NUMBER = "8",
MONTH = "August",
PAGES = "5150-5163",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141785"}
@article{bb145850,
AUTHOR = "Li, L.W. and Zhang, B. and Li, W. and Gao, L.R.",
TITLE = "Orthogonal polynomial function fitting for hyperspectral data
representation and discrimination",
JOURNAL = PRL,
VOLUME = "83, Part 2",
YEAR = "2016",
NUMBER = "1",
PAGES = "160-168",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141786"}
@article{bb145851,
AUTHOR = "Kuester, T. and Spengler, D. and Barczi, J.F. and Segl, K. and Hostert, P. and Kaufmann, H.",
TITLE = "Simulation of Multitemporal and Hyperspectral Vegetation Canopy
Bidirectional Reflectance Using Detailed Virtual 3-D Canopy Models",
JOURNAL = GeoRS,
VOLUME = "52",
YEAR = "2014",
NUMBER = "4",
MONTH = "April",
PAGES = "2096-2108",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141787"}
@article{bb145852,
AUTHOR = "Camps Valls, G. and Tuia, D. and Bruzzone, L. and Benediktsson, J.A.",
TITLE = "Advances in Hyperspectral Image Classification:
Earth Monitoring with Statistical Learning Methods",
JOURNAL = SPMag,
VOLUME = "31",
YEAR = "2014",
NUMBER = "1",
MONTH = "January",
PAGES = "45-54",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141788"}
@article{bb145853,
AUTHOR = "Manolakis, D. and Truslow, E. and Pieper, M. and Cooley, T. and Brueggeman, M.",
TITLE = "Detection Algorithms in Hyperspectral Imaging Systems:
An Overview of Practical Algorithms",
JOURNAL = SPMag,
VOLUME = "31",
YEAR = "2014",
NUMBER = "1",
MONTH = "January",
PAGES = "24-33",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141789"}
@article{bb145854,
AUTHOR = "Gao, Y. and Ji, R.R. and Cui, P. and Dai, Q.H. and Hua, G.",
TITLE = "Hyperspectral Image Classification Through Bilayer Graph-Based
Learning",
JOURNAL = IP,
VOLUME = "23",
YEAR = "2014",
NUMBER = "7",
MONTH = "July",
PAGES = "2769-2778",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141790"}
@article{bb145855,
AUTHOR = "Gao, Y. and Ji, R.R. and Liu, W. and Dai, Q.H. and Hua, G.",
TITLE = "Weakly Supervised Visual Dictionary Learning by Harnessing Image
Attributes",
JOURNAL = IP,
VOLUME = "23",
YEAR = "2014",
NUMBER = "12",
MONTH = "December",
PAGES = "5400-5411",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141791"}
@article{bb145856,
AUTHOR = "Li, J. and Huang, X. and Gamba, P. and Bioucas Dias, J.M. and Zhang, L.P. and Atli Benediktsson, J. and Plaza, A.",
TITLE = "Multiple Feature Learning for Hyperspectral Image Classification",
JOURNAL = GeoRS,
VOLUME = "53",
YEAR = "2015",
NUMBER = "3",
MONTH = "March",
PAGES = "1592-1606",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141792"}
@article{bb145857,
AUTHOR = "Wan, L.J. and Tang, K. and Li, M.Z. and Zhong, Y.F. and Qin, A.K.",
TITLE = "Collaborative Active and Semisupervised Learning for Hyperspectral
Remote Sensing Image Classification",
JOURNAL = GeoRS,
VOLUME = "53",
YEAR = "2015",
NUMBER = "5",
MONTH = "May",
PAGES = "2384-2396",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141793"}
@article{bb145858,
AUTHOR = "Cui, M. and Prasad, S.",
TITLE = "Class-Dependent Sparse Representation Classifier for Robust
Hyperspectral Image Classification",
JOURNAL = GeoRS,
VOLUME = "53",
YEAR = "2015",
NUMBER = "5",
MONTH = "May",
PAGES = "2683-2695",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141794"}
@article{bb145859,
AUTHOR = "Cui, M. and Prasad, S.",
TITLE = "Sparse representation-based classification:
Orthogonal least squares or orthogonal matching pursuit?",
JOURNAL = PRL,
VOLUME = "84",
YEAR = "2016",
NUMBER = "1",
PAGES = "120-126",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141795"}
@article{bb145860,
AUTHOR = "Tuia, D. and Flamary, R. and Courty, N.",
TITLE = "Multiclass feature learning for hyperspectral image classification:
Sparse and hierarchical solutions",
JOURNAL = PandRS,
VOLUME = "105",
YEAR = "2015",
NUMBER = "1",
PAGES = "272-285",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141796"}
@article{bb145861,
AUTHOR = "Boesche, N.K. and Rogass, C. and Lubitz, C. and Brell, M. and Herrmann, S. and Mielke, C. and Tonn, S. and Appelt, O. and Altenberger, U. and Kaufmann, H.",
TITLE = "Hyperspectral REE (Rare Earth Element) Mapping of Outcrops:
Applications for Neodymium Detection",
JOURNAL = RS,
VOLUME = "7",
YEAR = "2015",
NUMBER = "5",
PAGES = "5160-5186",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141797"}
@article{bb145862,
AUTHOR = "Jia, M. and Gong, M. and Jiao, L.C.",
TITLE = "Hyperspectral image classification using discontinuity adaptive
class-relative nonlocal means and energy fusion strategy",
JOURNAL = PandRS,
VOLUME = "106",
YEAR = "2015",
NUMBER = "1",
PAGES = "16-27",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141798"}
@article{bb145863,
AUTHOR = "Abdel Rahman, E.M. and Makori, D.M. and Landmann, T. and Piiroinen, R. and Gasim, S. and Pellikka, P. and Raina, S.K.",
TITLE = "The Utility of AISA Eagle Hyperspectral Data and Random Forest
Classifier for Flower Mapping",
JOURNAL = RS,
VOLUME = "7",
YEAR = "2015",
NUMBER = "10",
PAGES = "13298",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141799"}
@inproceedings{bb145864,
AUTHOR = "Bannon, D.",
TITLE = "Hyperspectral, multispectral technologies find commercial applications",
BOOKTITLE = SPIE,
VOLUME = "Newsroom",
YEAR = "2015",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141800"}
@article{bb145865,
AUTHOR = "Peng, B. and Li, W. and Xie, X.M. and Du, Q. and Liu, K.",
TITLE = "Weighted-Fusion-Based Representation Classifiers for Hyperspectral
Imagery",
JOURNAL = RS,
VOLUME = "7",
YEAR = "2015",
NUMBER = "11",
PAGES = "14806",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141801"}
@article{bb145866,
AUTHOR = "Sidike, P. and Asari, V.K. and Alam, M.S.",
TITLE = "Multiclass Object Detection With Single Query in Hyperspectral
Imagery Using Class-Associative Spectral Fringe-Adjusted Joint
Transform Correlation",
JOURNAL = GeoRS,
VOLUME = "54",
YEAR = "2016",
NUMBER = "2",
MONTH = "February",
PAGES = "1196-1208",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141802"}
@article{bb145867,
AUTHOR = "Toksoz, M.A. and Ulusoy, I.",
TITLE = "Hyperspectral Image Classification via Basic Thresholding Classifier",
JOURNAL = GeoRS,
VOLUME = "54",
YEAR = "2016",
NUMBER = "7",
MONTH = "July",
PAGES = "4039-4051",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141803"}
@article{bb145868,
AUTHOR = "Toksoz, M.A. and Ulusoy, I.",
TITLE = "Hyperspectral Image Classification via Kernel Basic Thresholding
Classifier",
JOURNAL = GeoRS,
VOLUME = "55",
YEAR = "2017",
NUMBER = "2",
MONTH = "February",
PAGES = "715-728",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141804"}
@article{bb145869,
AUTHOR = "Zhao, C.Y. and Gao, X.B. and Wang, Y. and Li, J.",
TITLE = "Efficient Multiple-Feature Learning-Based Hyperspectral Image
Classification with Limited Training Samples",
JOURNAL = GeoRS,
VOLUME = "54",
YEAR = "2016",
NUMBER = "7",
MONTH = "July",
PAGES = "4052-4062",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141805"}
@article{bb145870,
AUTHOR = "Xu, X. and Li, J. and Li, S.T.",
TITLE = "Multiview Intensity-Based Active Learning for Hyperspectral Image
Classification",
JOURNAL = GeoRS,
VOLUME = "56",
YEAR = "2018",
NUMBER = "2",
MONTH = "February",
PAGES = "669-680",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141806"}
@article{bb145871,
AUTHOR = "Zehtabian, A. and Ghassemian, H.",
TITLE = "Automatic Object-Based Hyperspectral Image Classification Using
Complex Diffusions and a New Distance Metric",
JOURNAL = GeoRS,
VOLUME = "54",
YEAR = "2016",
NUMBER = "7",
MONTH = "July",
PAGES = "4106-4114",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141807"}
@article{bb145872,
AUTHOR = "Zhong, Z. and Fan, B. and Ding, K. and Li, H. and Xiang, S. and Pan, C.",
TITLE = "Efficient Multiple Feature Fusion With Hashing for Hyperspectral
Imagery Classification: A Comparative Study",
JOURNAL = GeoRS,
VOLUME = "54",
YEAR = "2016",
NUMBER = "8",
MONTH = "August",
PAGES = "4461-4478",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141808"}
@article{bb145873,
AUTHOR = "Wu, H. and Prasad, S.",
TITLE = "Dirichlet Process Based Active Learning and Discovery of Unknown
Classes for Hyperspectral Image Classification",
JOURNAL = GeoRS,
VOLUME = "54",
YEAR = "2016",
NUMBER = "8",
MONTH = "August",
PAGES = "4882-4895",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141809"}
@article{bb145874,
AUTHOR = "Lu, X.C. and Zhang, J.P. and Li, T. and Zhang, Y.",
TITLE = "A Novel Synergetic Classification Approach for Hyperspectral and
Panchromatic Images Based on Self-Learning",
JOURNAL = GeoRS,
VOLUME = "54",
YEAR = "2016",
NUMBER = "8",
MONTH = "August",
PAGES = "4917-4928",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141810"}
@article{bb145875,
AUTHOR = "Lu, X.C. and Zhang, J.P. and Li, T. and Zhang, Y.",
TITLE = "Incorporating Diversity into Self-Learning for Synergetic
Classification of Hyperspectral and Panchromatic Images",
JOURNAL = RS,
VOLUME = "8",
YEAR = "2016",
NUMBER = "10",
PAGES = "804",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141811"}
@article{bb145876,
AUTHOR = "Lu, X.C. and Zhang, J.P. and Li, T. and Zhang, Y.",
TITLE = "Hyperspectral Image Classification Based on Semi-Supervised Rotation
Forest",
JOURNAL = RS,
VOLUME = "9",
YEAR = "2017",
NUMBER = "9",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141812"}
@article{bb145877,
AUTHOR = "Chang, C.I.",
TITLE = "Spectral Inter-Band Discrimination Capacity of Hyperspectral Imagery",
JOURNAL = GeoRS,
VOLUME = "56",
YEAR = "2018",
NUMBER = "3",
MONTH = "March",
PAGES = "1749-1766",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141813"}
@article{bb145878,
AUTHOR = "Peralta, B. and Caro, A. and Soto, A.",
TITLE = "A proposal for supervised clustering with Dirichlet Process using
labels",
JOURNAL = PRL,
VOLUME = "80",
YEAR = "2016",
NUMBER = "1",
PAGES = "52-57",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141814"}
@article{bb145879,
AUTHOR = "Ma, X.R. and Wang, H.Y. and Wang, J.",
TITLE = "Semisupervised classification for hyperspectral image based on
multi-decision labeling and deep feature learning",
JOURNAL = PandRS,
VOLUME = "120",
YEAR = "2016",
NUMBER = "1",
PAGES = "99-107",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141815"}
@article{bb145880,
AUTHOR = "Arablouei, R. and de Hoog, F.",
TITLE = "Hyperspectral Image Recovery via Hybrid Regularization",
JOURNAL = IP,
VOLUME = "25",
YEAR = "2016",
NUMBER = "12",
MONTH = "December",
PAGES = "5649-5663",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141816"}
@article{bb145881,
AUTHOR = "Xia, J.S. and Yokoya, N. and Iwasaki, A.",
TITLE = "Hyperspectral Image Classification With Canonical Correlation Forests",
JOURNAL = GeoRS,
VOLUME = "55",
YEAR = "2017",
NUMBER = "1",
MONTH = "January",
PAGES = "421-431",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141817"}
@article{bb145882,
AUTHOR = "Xia, J.S. and Ghamisi, P. and Yokoya, N. and Iwasaki, A.",
TITLE = "Random Forest Ensembles and Extended Multiextinction Profiles for
Hyperspectral Image Classification",
JOURNAL = GeoRS,
VOLUME = "56",
YEAR = "2018",
NUMBER = "1",
MONTH = "January",
PAGES = "202-216",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141818"}
@article{bb145883,
AUTHOR = "Li, L. and Wang, C.Y. and Chen, J.B. and Ma, J.L.",
TITLE = "Refinement of Hyperspectral Image Classification with Segment-Tree
Filtering",
JOURNAL = RS,
VOLUME = "9",
YEAR = "2017",
NUMBER = "1",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141819"}
@article{bb145884,
AUTHOR = "Zhu, W. and Chayes, V. and Tiard, A. and Sanchez, S. and Dahlberg, D. and Bertozzi, A.L. and Osher, S. and Zosso, D. and Kuang, D.",
TITLE = "Unsupervised Classification in Hyperspectral Imagery With Nonlocal
Total Variation and Primal-Dual Hybrid Gradient Algorithm",
JOURNAL = GeoRS,
VOLUME = "55",
YEAR = "2017",
NUMBER = "5",
MONTH = "May",
PAGES = "2786-2798",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141820"}
@article{bb145885,
AUTHOR = "Wang, Z.M. and Du, B. and Zhang, L.F. and Zhang, L.P. and Jia, X.P.",
TITLE = "A Novel Semisupervised Active-Learning Algorithm for Hyperspectral
Image Classification",
JOURNAL = GeoRS,
VOLUME = "55",
YEAR = "2017",
NUMBER = "6",
MONTH = "June",
PAGES = "3071-3083",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141821"}
@article{bb145886,
AUTHOR = "Yang, J.Q. and Du, B. and Zhang, L.P.",
TITLE = "From center to surrounding: An interactive learning framework for
hyperspectral image classification",
JOURNAL = PandRS,
VOLUME = "197",
YEAR = "2023",
PAGES = "145-166",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141822"}
@article{bb145887,
AUTHOR = "Yang, J.Q. and Du, B. and Wang, D. and Zhang, L.P.",
TITLE = "ITER: Image-to-Pixel Representation for Weakly Supervised HSI
Classification",
JOURNAL = IP,
VOLUME = "33",
YEAR = "2024",
PAGES = "257-272",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141823"}
@article{bb145888,
AUTHOR = "Yin, J. and Qv, H. and Luo, X. and Jia, X.",
TITLE = "Segment-Oriented Depiction and Analysis for Hyperspectral Image Data",
JOURNAL = GeoRS,
VOLUME = "55",
YEAR = "2017",
NUMBER = "7",
MONTH = "July",
PAGES = "3982-3996",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141824"}
@article{bb145889,
AUTHOR = "Jia, X. and Luo, X. and Qv, H. and Yin, J.",
TITLE = "Segment-Oriented Depiction and Analysis for Hyperspectral Image Data",
JOURNAL = GeoRS,
VOLUME = "56",
YEAR = "2018",
NUMBER = "2",
MONTH = "February",
PAGES = "1213-1213",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141824"}
@article{bb145890,
AUTHOR = "Qv, H. and Yin, J. and Luo, X. and Jia, X.",
TITLE = "Band Dual Density Discrimination Analysis for Hyperspectral Image
Classification",
JOURNAL = GeoRS,
VOLUME = "56",
YEAR = "2018",
NUMBER = "12",
MONTH = "December",
PAGES = "7257-7271",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141825"}
@article{bb145891,
AUTHOR = "Pan, B. and Shi, Z.W. and Xu, X. and Yang, Y.",
TITLE = "Hashing Based Hierarchical Feature Representation for Hyperspectral
Imagery Classification",
JOURNAL = RS,
VOLUME = "9",
YEAR = "2017",
NUMBER = "11",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141826"}
@article{bb145892,
AUTHOR = "Gao, L. and Zhao, B. and Jia, X.P. and Liao, W.Z. and Zhang, B.",
TITLE = "Optimized Kernel Minimum Noise Fraction Transformation for
Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "9",
YEAR = "2017",
NUMBER = "6",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141827"}
@article{bb145893,
AUTHOR = "Prabhakar, T.V.N. and Geetha, P.",
TITLE = "Two-dimensional empirical wavelet transform based supervised
hyperspectral image classification",
JOURNAL = PandRS,
VOLUME = "133",
YEAR = "2017",
NUMBER = "Supplement C",
PAGES = "37-45",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141828"}
@article{bb145894,
AUTHOR = "Tong, F. and Tong, H.J. and Jiang, J.J. and Zhang, Y.",
TITLE = "Multiscale Union Regions Adaptive Sparse Representation for
Hyperspectral Image Classification",
JOURNAL = RS,
VOLUME = "9",
YEAR = "2017",
NUMBER = "9",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141829"}
@article{bb145895,
AUTHOR = "Leng, Q.M. and Yang, H. and Jiang, J.J. and Tian, Q.",
TITLE = "Adaptive MultiScale Segmentations for Hyperspectral Image
Classification",
JOURNAL = GeoRS,
VOLUME = "58",
YEAR = "2020",
NUMBER = "8",
MONTH = "August",
PAGES = "5847-5860",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141830"}
@inproceedings{bb145896,
TITLE = "Hyperspectral imaging: defense technology transfers
into commercial applications",
BOOKTITLE = SPIE,
VOLUME = "Newsroom",
YEAR = "2017",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141831"}
@article{bb145897,
AUTHOR = "Yang, J.L. and Jiang, Z.G. and Hao, S.A. and Zhang, H.P.",
TITLE = "Higher Order Support Vector Random Fields for Hyperspectral Image
Classification",
JOURNAL = IJGI,
VOLUME = "7",
YEAR = "2018",
NUMBER = "1",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141832"}
@article{bb145898,
AUTHOR = "Li, J.J. and Du, Q. and Li, Y.S. and Li, W.",
TITLE = "Hyperspectral Image Classification With Imbalanced Data Based on
Orthogonal Complement Subspace Projection",
JOURNAL = GeoRS,
VOLUME = "56",
YEAR = "2018",
NUMBER = "7",
MONTH = "July",
PAGES = "3838-3851",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141833"}
@article{bb145899,
AUTHOR = "Ge, H.M. and Wang, L.G. and Liu, Y.Z. and Li, C. and Chen, R.X.",
TITLE = "Hyperspectral image classification based on adaptive-weighted LLE and
clustering-based FSVMs",
JOURNAL = IET-IPR,
VOLUME = "12",
YEAR = "2018",
NUMBER = "6",
MONTH = "June",
PAGES = "941-947",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141834"}
Last update:Apr 23, 2026 at 15:05:02