高光谱成像技术在矿物品位识别中的创新应用

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中图分类号：P237 文献标志码：A 文章编号：2095-2945（2025）29-0047-04

Abstract：Hyperspectralimagingtechnologyhasshowngreatapplicationpotentialinmineralgradeidentficationduetoits advantagesofhighresolution，multi-bandcharacteriticsandnon-contactmeasurement.Thispapersystematicallystudiesthe applicationstatusofhyperspectralimagingtechnologyinmineralresourceexploration，gradeidentificationandminenvioent monitoring，andrealizesintellgentidentificationandclasificationofmineralgradesthroughexperimentaldesignanddata analysis，combinedwithmachinelearninganddeeplearningalgorithms.Theresearchresultsshowthathyperspectralimaging technologycansignificantlyimprovetheaccuracyandeficiencyofmineralgradeidentificationandprovideanewtechnical meansfortheinteligentdevelopmentofmineralresources.Theresearchresultsofthispaperprovidetheoreticalbasisand practical guidance for the further application of hyperspectral imaging technology in the mining field.

Keywords：hyperspectralimagingtechnology；mineralgradeidentification；machinelearning;dpleaming;mineralresource exploration; mine environment monitoring

矿产资源的高效开发依赖精准的矿物品位识别技术。（剩余5250字）