基于光电探测数据的空间目标智能识别、定位及定轨综述

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中图分类号：P225.2 文献标志码：A 文章编号：2095-2945（2025）20-0114-04

Abstract：Withthecontinuous developmentof space detection technology，photoelectric detection technologyhas becomean importantmeansofspacetargetidentification，positioningandorbitdetermination.Thispaperreviewstheresearchstatusand progressofintellgentidentifcation，positionngandorbitdeterminationofspacetargetsbasedonptoelectronicdetectiondata. Traditionalorbitdeterminationmethodsmainlyrelyonphysicalmodelingandstatisticalfiltering，butastheamountofdata increasesandcomplexityincreases，deep learning technologyhasgraduallshownadvantagesinspacetargetrecognitionandorbit detemination.Thispaperdiscussesindetailtheaplicationofthetargetdetectionalgorithmofthedeplearningframeworkin spatialtargetrecognition.Futureresearchwillcontiuetofocusonmulti-sourcedatafusioneficientcomputingand3Dscene target recognition to promote the further development of space detection technology.

Keywords：spacesituationawareness；depleaming;targetrecognition；targetorbitdetermination；photoelectricdetection technology

空间探测科技始于20世纪中期，当时苏联发射了世界上第一颗人造地球卫星，开启了人类探索太空的历程。（剩余6113字）