@article{bb145500,
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#TT141438"}
@article{bb145501,
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#TT141439"}
@article{bb145502,
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#TT141440"}
@article{bb145503,
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#TT141441"}
@article{bb145504,
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#TT141442"}
@article{bb145505,
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#TT141443"}
@article{bb145506,
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#TT141444"}
@article{bb145507,
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#TT141445"}
@article{bb145508,
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#TT141446"}
@article{bb145509,
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#TT141447"}
@article{bb145510,
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#TT141448"}
@article{bb145511,
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#TT141449"}
@article{bb145512,
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#TT141450"}
@inproceedings{bb145513,
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#TT141451"}
@article{bb145514,
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#TT141452"}
@article{bb145515,
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#TT141453"}
@inproceedings{bb145516,
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#TT141453"}
@article{bb145517,
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#TT141454"}
@article{bb145518,
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#TT141455"}
@article{bb145519,
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#TT141456"}
@article{bb145520,
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#TT141457"}
@article{bb145521,
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#TT141458"}
@article{bb145522,
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#TT141459"}
@article{bb145523,
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#TT141460"}
@article{bb145524,
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#TT141461"}
@article{bb145525,
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#TT141462"}
@article{bb145526,
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#TT141463"}
@article{bb145527,
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#TT141464"}
@article{bb145528,
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#TT141465"}
@article{bb145529,
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#TT141466"}
@article{bb145530,
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#TT141467"}
@inproceedings{bb145531,
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#TT141468"}
@article{bb145532,
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#TT141469"}
@article{bb145533,
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#TT141470"}
@article{bb145534,
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#TT141471"}
@article{bb145535,
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#TT141472"}
@article{bb145536,
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#TT141473"}
@article{bb145537,
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#TT141474"}
@article{bb145538,
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#TT141475"}
@article{bb145539,
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#TT141476"}
@article{bb145540,
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#TT141477"}
@article{bb145541,
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#TT141478"}
@article{bb145542,
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#TT141479"}
@article{bb145543,
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#TT141480"}
@article{bb145544,
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#TT141481"}
@article{bb145545,
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#TT141482"}
@article{bb145546,
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#TT141483"}
@article{bb145547,
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#TT141484"}
@article{bb145548,
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#TT141485"}
@inproceedings{bb145549,
AUTHOR = "Bannon, D.",
TITLE = "Hyperspectral, multispectral technologies find commercial applications",
BOOKTITLE = SPIE,
VOLUME = "Newsroom",
YEAR = "2015",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141486"}
@article{bb145550,
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#TT141487"}
@article{bb145551,
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#TT141488"}
@article{bb145552,
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#TT141489"}
@article{bb145553,
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#TT141490"}
@article{bb145554,
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#TT141491"}
@article{bb145555,
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#TT141492"}
@article{bb145556,
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#TT141493"}
@article{bb145557,
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#TT141494"}
@article{bb145558,
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#TT141495"}
@article{bb145559,
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#TT141496"}
@article{bb145560,
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#TT141497"}
@article{bb145561,
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#TT141498"}
@article{bb145562,
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#TT141499"}
@article{bb145563,
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#TT141500"}
@article{bb145564,
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#TT141501"}
@article{bb145565,
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#TT141502"}
@article{bb145566,
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#TT141503"}
@article{bb145567,
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#TT141504"}
@article{bb145568,
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#TT141505"}
@article{bb145569,
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#TT141506"}
@article{bb145570,
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#TT141507"}
@article{bb145571,
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#TT141508"}
@article{bb145572,
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#TT141509"}
@article{bb145573,
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#TT141510"}
@article{bb145574,
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#TT141510"}
@article{bb145575,
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#TT141511"}
@article{bb145576,
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#TT141512"}
@article{bb145577,
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#TT141513"}
@article{bb145578,
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#TT141514"}
@article{bb145579,
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#TT141515"}
@article{bb145580,
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#TT141516"}
@inproceedings{bb145581,
TITLE = "Hyperspectral imaging: defense technology transfers
into commercial applications",
BOOKTITLE = SPIE,
VOLUME = "Newsroom",
YEAR = "2017",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141517"}
@article{bb145582,
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#TT141518"}
@article{bb145583,
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#TT141519"}
@article{bb145584,
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#TT141520"}
@article{bb145585,
AUTHOR = "Zu, B.K. and Xia, K. and Du, W. and Li, Y.F. and Ali, A. and Chakraborty, S.",
TITLE = "Classification of Hyperspectral Images with Robust Regularized Block
Low-Rank Discriminant Analysis",
JOURNAL = RS,
VOLUME = "10",
YEAR = "2018",
NUMBER = "6",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141521"}
@article{bb145586,
AUTHOR = "Samat, A. and Gamba, P. and Liu, S.C. and Li, E. and Miao, Z. and Abuduwaili, J.",
TITLE = "Fuzzy multiclass active learning for hyperspectral image classification",
JOURNAL = IET-IPR,
VOLUME = "12",
YEAR = "2018",
NUMBER = "7",
MONTH = "July",
PAGES = "1095-1101",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141522"}
@article{bb145587,
AUTHOR = "Rocha, A.D. and Groen, T.A. and Skidmore, A.K. and Darvishzadeh, R. and Willemen, L.",
TITLE = "Machine Learning Using Hyperspectral Data Inaccurately Predicts Plant
Traits Under Spatial Dependency",
JOURNAL = RS,
VOLUME = "10",
YEAR = "2018",
NUMBER = "8",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141523"}
@article{bb145588,
AUTHOR = "Gao, H.M. and Yang, Y. and Li, C.M. and Zhou, H. and Qu, X.Y.",
TITLE = "Joint Alternate Small Convolution and Feature Reuse for Hyperspectral
Image Classification",
JOURNAL = IJGI,
VOLUME = "7",
YEAR = "2018",
NUMBER = "9",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141524"}
@article{bb145589,
AUTHOR = "Makantasis, K. and Doulamis, A.D. and Doulamis, N.D. and Nikitakis, A.",
TITLE = "Tensor-Based Classification Models for Hyperspectral Data Analysis",
JOURNAL = GeoRS,
VOLUME = "56",
YEAR = "2018",
NUMBER = "12",
MONTH = "December",
PAGES = "6884-6898",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141525"}
@inproceedings{bb145590,
AUTHOR = "Tzortzis, I.N. and Rallis, I. and Makantasis, K. and Doulamis, A.D. and Doulamis, N.D. and Voulodimos, A.",
TITLE = "Automatic Inspection of Cultural Monuments Using Deep and
Tensor-Based Learning on Hyperspectral Imagery",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "3136-3140",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141526"}
@inproceedings{bb145591,
AUTHOR = "Makantasis, K. and Voulodimos, A. and Doulamis, A.D. and Doulamis, N.D. and Georgoulas, I.",
TITLE = "Hyperspectral Image Classification with Tensor-Based Rank-R Learning
Models",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "3148-3125",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141527"}
@article{bb145592,
AUTHOR = "Li, S. and Hao, Q. and Gao, G. and Kang, X.",
TITLE = "The Effect of Ground Truth on Performance Evaluation of Hyperspectral
Image Classification",
JOURNAL = GeoRS,
VOLUME = "56",
YEAR = "2018",
NUMBER = "12",
MONTH = "December",
PAGES = "7195-7206",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141528"}
@article{bb145593,
AUTHOR = "Zhai, H. and Zhang, H.Y. and Zhang, L.P. and Li, P.X.",
TITLE = "Total Variation Regularized Collaborative Representation Clustering
With a Locally Adaptive Dictionary for Hyperspectral Imagery",
JOURNAL = GeoRS,
VOLUME = "57",
YEAR = "2019",
NUMBER = "1",
MONTH = "January",
PAGES = "166-180",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141529"}
@article{bb145594,
AUTHOR = "Pan, B. and Shi, Z. and Xu, X.",
TITLE = "Multiobjective-Based Sparse Representation Classifier for
Hyperspectral Imagery Using Limited Samples",
JOURNAL = GeoRS,
VOLUME = "57",
YEAR = "2019",
NUMBER = "1",
MONTH = "January",
PAGES = "239-249",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141530"}
@article{bb145595,
AUTHOR = "Jiang, J. and Ma, J. and Wang, Z. and Chen, C. and Liu, X.",
TITLE = "Hyperspectral Image Classification in the Presence of Noisy Labels",
JOURNAL = GeoRS,
VOLUME = "57",
YEAR = "2019",
NUMBER = "2",
MONTH = "February",
PAGES = "851-865",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141531"}
@article{bb145596,
AUTHOR = "Huang, N. and Xiao, L.",
TITLE = "Hyperspectral image clustering via sparse dictionary-based anchored
regression",
JOURNAL = IET-IPR,
VOLUME = "13",
YEAR = "2019",
NUMBER = "2",
MONTH = "February",
PAGES = "261-269",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141532"}
@article{bb145597,
AUTHOR = "Ma, X. and Liu, W. and Li, S. and Tao, D. and Zhou, Y.",
TITLE = "Hypergraph p-Laplacian Regularization for Remotely Sensed Image
Recognition",
JOURNAL = GeoRS,
VOLUME = "57",
YEAR = "2019",
NUMBER = "3",
MONTH = "March",
PAGES = "1585-1595",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141533"}
@article{bb145598,
AUTHOR = "Chang, C.",
TITLE = "Statistical Detection Theory Approach to Hyperspectral Image
Classification",
JOURNAL = GeoRS,
VOLUME = "57",
YEAR = "2019",
NUMBER = "4",
MONTH = "April",
PAGES = "2057-2074",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141534"}
@article{bb145599,
AUTHOR = "Windrim, L. and Ramakrishnan, R. and Melkumyan, A. and Murphy, R.J. and Chlingaryan, A.",
TITLE = "Unsupervised Feature-Learning for Hyperspectral Data with
Autoencoders",
JOURNAL = RS,
VOLUME = "11",
YEAR = "2019",
NUMBER = "7",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern614.html#TT141535"}
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