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Dimension Reduction Aided Hyperspectral Image Classification with a Small-sized Training Dataset : Experimental Comparisons

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dc.contributor.authorSu, Jinya
dc.contributor.authorYi, Dewei
dc.contributor.authorLiu, Cunjia
dc.contributor.authorGuo, Lei
dc.contributor.authorChen, Wen-Hua
dc.contributor.institutionUniversity of Aberdeen.Computing Scienceen
dc.date.accessioned2020-04-10T09:30:01Z
dc.date.available2020-04-10T09:30:01Z
dc.date.issued2017-12
dc.descriptionAcknowledgments: This work was supported by Science and Technology Facilities Council (STFC) under Newton fund with grant number ST/N006852/1.en
dc.description.statusPeer revieweden
dc.format.extent20
dc.format.extent2604033
dc.identifier160882138
dc.identifierea9d6580-a17f-4982-8112-e3ccb83fa534
dc.identifier85036455040
dc.identifier.citationSu, J, Yi, D, Liu, C, Guo, L & Chen, W-H 2017, 'Dimension Reduction Aided Hyperspectral Image Classification with a Small-sized Training Dataset : Experimental Comparisons', Sensors, vol. 17, no. 12, 2726. https://doi.org/10.3390/s17122726en
dc.identifier.doi10.3390/s17122726
dc.identifier.iss12en
dc.identifier.issn1424-8220
dc.identifier.otherORCID: /0000-0003-1702-9136/work/72175470
dc.identifier.otherORCID: /0000-0002-3121-7208/work/112496162
dc.identifier.urihttps://hdl.handle.net/2164/14009
dc.identifier.urlhttps://repository.lboro.ac.uk/articles/Dimension_reduction_aided_hyperspectral_image_classification_with_a_small-sized_training_dataset_experimental_comparisons/9224441en
dc.identifier.vol17en
dc.language.isoeng
dc.relation.ispartofSensorsen
dc.subjectfeature extraction/selectionen
dc.subjectimage classificationen
dc.subjectHyperspectral imageen
dc.subjectPCAen
dc.subjectSVMen
dc.subjectQA75 Electronic computers. Computer scienceen
dc.subjectSTFC - Science and Technology Facilities Councilen
dc.subjectST/N006852/1en
dc.subject.lccQA75en
dc.titleDimension Reduction Aided Hyperspectral Image Classification with a Small-sized Training Dataset : Experimental Comparisonsen
dc.typeJournal articleen

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