05752nam 2201585z- 450 991063778220332120231214133157.03-0365-5796-2(CKB)5470000001631715(oapen)https://directory.doabooks.org/handle/20.500.12854/94557(EXLCZ)99547000000163171520202212d2022 |y 0engurmn|---annantxtrdacontentcrdamediacrrdacarrierAdvances in Hyperspectral Data ExploitationBaselMDPI - Multidisciplinary Digital Publishing Institute20221 electronic resource (434 p.)3-0365-5795-4 Using hyperspectral imaging (HSI) to exploit data has been found in a wide variety of applications. This reprint book only presents a small glimpse of it. Many other important applications using HSI which have emerged in data exploitation are not covered in this reprint book. For example, such applications may include water pollution and toxic waste in environmental monitoring, pesticide residual detection in food safety and inspection, plant and crop disease detection in agriculture, tumor detection and breast cancer detection in medical imaging, drug traffic in law enforcement, etc. Nevertheless, this reprint book provides many techniques which may find their ways in these applications as well.Technology: general issuesbicsscHistory of engineering & technologybicsschyperspectral image few-shot classificationdeep learningmeta-learningrelation networkconvolutional neural networkconstrained-target optimal index factor band selection (CTOIFBS)hyperspectral imageunderwater spectral imaging systemunderwater hyperspectral target detectionband selection (BS)constrained energy minimization (CEM)lightweight convolutional neural networkshyperspectral imagery classificationtransfer learningair temperaturespatial measurementFTIRMWIRcarbon dioxide absorptiontarget detectioncoffee beansinsect damagehyperspectral imagingband selectionvisualizationcolor formation modelsmultispectral imageimage fusionjoint tensor decompositionanomaly detectionconstrained sparse representationhyperspectral imagerymoving target detectionspatio-temporal processinghyperspectral remote sensingimage classificationconstraint representationsuperpixel segmentationmultiscale decision fusionplug-and-playdenoisingnonlinear unmixingspectral reconstructionresidual augmented attentional u-shape networkspatial augmented attentionchannel augmented attentionboundary-aware constraintatmospheric transmittancetemperatureemissivityseparationmidwave infraredhyperspectral imageshyperspectral image super-resolutiondata fusionspectral-spatial residual networkself-supervised traininghyperspectralvegetationgenerative adversarial networkdata augmentationclassificationrice leaf blasthyperspectral imaging datadeep convolutional neural networksfused featuresevolutionary computationheuristic algorithmsmachine learningunmanned aerial vehicles (UAVs)vegetation mappingupland swampsmine environmentricerice leaf folderhyperspectral image classificationchange detectionself-supervised learningattention mechanismmulti-source image fusionSFIMleast square estimationspatial filterhyperspectral imaging (HSI)hyperspectral target detectionhyperspectral reconstructionhyperspectral unmixingTechnology: general issuesHistory of engineering & technologyChang Chein-Iedt763028Song MeipingedtYu ChunyanedtWang YuleiedtYu HaoyangedtLi JiaojiaoedtWang LinedtLi Hsiao-ChiedtLi XiaorunedtChang Chein-IothSong MeipingothYu ChunyanothWang YuleiothYu HaoyangothLi JiaojiaoothWang LinothLi Hsiao-ChiothLi XiaorunothBOOK9910637782203321Advances in Hyperspectral Data Exploitation3025992UNINA