05769nam 2201597z- 450 9910637782203321202212063-0365-5796-2(CKB)5470000001631715(oapen)https://directory.doabooks.org/handle/20.500.12854/94557(oapen)doab94557(EXLCZ)99547000000163171520202212d2022 |y 0engurmn|---annantxtrdacontentcrdamediacrrdacarrierAdvances in Hyperspectral Data ExploitationBaselMDPI - Multidisciplinary Digital Publishing Institute20221 online 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.History of engineering & technologybicsscTechnology: general issuesbicsscair temperatureanomaly detectionatmospheric transmittanceattention mechanismband selectionband selection (BS)boundary-aware constraintcarbon dioxide absorptionchange detectionchannel augmented attentionclassificationcoffee beanscolor formation modelsconstrained energy minimization (CEM)constrained sparse representationconstrained-target optimal index factor band selection (CTOIFBS)constraint representationconvolutional neural networkdata augmentationdata fusiondeep convolutional neural networksdeep learningdenoisingemissivityevolutionary computationFTIRfused featuresgenerative adversarial networkheuristic algorithmshyperspectralhyperspectral imagehyperspectral image classificationhyperspectral image few-shot classificationhyperspectral image super-resolutionhyperspectral imageryhyperspectral imagery classificationhyperspectral imageshyperspectral imaginghyperspectral imaging (HSI)hyperspectral imaging datahyperspectral reconstructionhyperspectral remote sensinghyperspectral target detectionhyperspectral unmixingimage classificationimage fusioninsect damagejoint tensor decompositionleast square estimationlightweight convolutional neural networksmachine learningmeta-learningmidwave infraredmine environmentmoving target detectionmulti-source image fusionmultiscale decision fusionmultispectral imageMWIRnonlinear unmixingplug-and-playrelation networkresidual augmented attentional u-shape networkricerice leaf blastrice leaf folderself-supervised learningself-supervised trainingseparationSFIMspatial augmented attentionspatial filterspatial measurementspatio-temporal processingspectral reconstructionspectral-spatial residual networksuperpixel segmentationtarget detectiontemperaturetransfer learningunderwater hyperspectral target detectionunderwater spectral imaging systemunmanned aerial vehicles (UAVs)upland swampsvegetationvegetation mappingvisualizationHistory of engineering & technologyTechnology: general issuesChang 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