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吴家骥教授,博士生导师 西安电子科技大学,电子工程学院 受教育经历: 2002/03–2005/12,西安电子科技大学,通信工程学院,博士 1998/09–2001/07,中科院国家授时中心,硕士 1992/09–1996/07,西安电子科技大学,通信工程学院,本科 研究工作经历: 2013/01–2013/03,海洋局极地办,中国北极黄河站,越冬科考队员揭秘北极黄河科考站HOT! 2012/07–至今,西安电子科技大学,电子工程学院,教授 2010/04–2011/03,韩国汉阳大学,电子与计算机科学系,研究教授 2007/07–2012/06,西安电子科技大学,电子工程学院,副教授 2006/03–2007/06,西安电子科技大学,电子工程学院,讲师 1998/01–1998/08,深圳华为,工程师 1996/08–1997/12,邮电部第十研究所,技干 软件演示 高光谱图像无损压缩方法;(性能超牛X)HOT! 影像上色、超分、去噪 主持的科研项目 国家自然科学基金项目 极光全辐射波段区域时变模型,2018年-2021年 多维高动态极光图像数据的混合预测无损压缩与非平稳信道传输研究,2014年-2017年 基于空间方向和谱间多级簇变换的可逆超光谱图像压缩编码研究,2011年-2013年 基于形状自适应变换和上下文模型的高光谱图像编码技术研究,2007年-2009年,评估结果为优 海洋局中国极地研究中心项目 负责中国极地科考与数据压缩与传输系统的设计和实现 陕西省科技厅 战略性新兴产业重大产品(群)项目-工业领域:数字家庭影院的智能集成控制与应用服务研究,2016年-2017年 重点产业创新链(群)——工业领域:电竞大数据的智能挖掘与应用研究,2018年-2020年 研究所与企业横向项目若干 创新创业项目 “Muses——人工智能作曲”,合作指导老师,“第五届中国互联网+大赛”国赛银奖,央视《创业英雄汇》,2019“微软创新杯”全国总冠军 “AI蚊虫监测系统”,合作指导老师,“第五届中国互联网+大赛”国赛银奖 “AI看旧影”,指导老师,“第五届中国互联网+大赛”省赛金奖,央视《创业英雄汇》 团队有超豪华的创业导师指导同学们“双创实战” BookChapter: JiajiWu,LeiWang,YongFang,LCJiao,.MultiplierlessReversibleIntegerTDLT/KLTforLossy-to-losslessHyperspectralImageCompression:SatelliteDataCompression.Springer,ISBN978-1-4614-1182-6,2011. 招生要求 团队每年招收4-5名左右硕士和2名博士,男女不限,保研优先。 团队项目众多,研究面广泛,经费充足,除了学校奖学金以外,对参与项目的同学每月发放有竞争力的科研补助。如研究生阶段外出实习,毕业时间顺延。 欢迎同学们报考,有意报考者请先通过邮件咨询,并发来个人简历成绩单等材料。来信请写上主题和你的姓名。 如果电院应届毕业生报考,欢迎选择我的毕业设计题目。 成绩次要,态度首要,能承担高强度科研工作压力,且具有强自驱力!我们也会为同学们提供最优质的软硬件环境,打造最先进的智能化实验室! 优先录取精通C/C++、OpenGL、Python、Node、CUDAC、JAVA、QT、C#、Lua、Unity、人工智能相关理论、互联网前后端编程和数据库等编程语言或编程技术的同学!有产品经理能力的优先! 如果你是本科生,具有较高的软硬件能力或产品经理经验,联系我!可提早参加相关项目实习,提供经费和各种软硬件资源。 招收一名有志于赴南极中山站科考的硕博连读研究生,补贴丰厚,长期有效! 南极科考并非旅游,条件较艰苦,仅限男生,身体健康,心理素质过硬,乐观积极,最少要有我一半的幽默! 实验室环境 Loft风格的实验室环境,LED灯调光、电动窗帘、智能化的场景联动,代表了我们冲破陈规的态度; 实验室配备了新风除霾装置,与雾霾隔绝; 博士生均配备丹麦进口高端电动升降桌,蹲、坐、站各种学习姿势可随意切换,告别腰酸脖子痛; 炎炎夏日用电高峰期间频繁停电,配备高达12KVA顶级施耐德APC不间断电源可应对一天的用电之需; 实验室配备百万级顶级视听设施,不定期开展声学和视频“试验观摩”活动; 实验室上网流量无限制。 硬件设施 硬件配置豪华,算力资源满足AI训练的苛刻要求 会议交流 给同学们提供广泛的学术交流机会。 国内会议 每年定期组织学生参加中国极地学术年会、IEEE和SPIE等协会组织的国际学术会议(国内)等会议。 国际会议 鼓励和支持博士研究生参加境外召开的国际会议。

研究领域

AI与IoT 图像处理 目标环境特性 高性能并行计算 大数据

近期论文

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LiwenMa,JiajiWu,JinpengZhang,ZhensenWu,GwanggilJeon,MingzhouTan,YushiZhang.SeaClutterAmplitudePredictionUsingaLongShort-TermMemoryNeuralNetwork.RemoteSensing,11(23),2826,2019. JiaojiaoLi,JiajiWu,GwanggilJeon.GPU-basedlosslesscompressionofauroraspectraldatausingonlineDPCM.RemoteSensing,11(14),1635,2019. WanqiuKong,JiajiWu,ZejunHu,GwanggilJeon.Losslesscompressioncodecofauroraspectraldatausinghybridspatial-spectraldecorrelationwithoutlierrecognition.JournalofVisualCommunicationandImageRepresentation,vol.62,pp.174-181,2019. XiangshuaiMeng,JiajiWu,ZhensenWu,TanQu,LinYang.Generatingdual-polarizationbeamscarryingdualorbitalangularmomentummodesbasedonanisotropicholographicmetasurfaces.JournalofPhysicsD:AppliedPhysics,52(30),2019. JiaoShi,YuLei,JiajiWu,GwanggilJeon.Uncertainactivecontourmodelbasedonroughandfuzzysetsforauroralovalsegmentation.InformationSciences,vol.492,PP.72-103,2019. X.Meng,J.Wu,Z.Wu,L.Yang,L.Huang,X.Li,andT.Qu.Design,fabrication,andmeasurementofananisotropicholographicmetasurfaceforgeneratingvortexbeamscarryingorbitalangularmomentum.OpticsLetters,44(6),pp.1452-1455,2019.(TOPJournal) XiangshuaiMeng,JiajiWu,ZhensenWuLinYang,LiHuang,XiLi,TanQu,andZheWu.Generationofmultiplebeamscarryingdifferentorbitalangularmomentummodesbasedonanisotropicholographicmetasurfacesintheradio-frequencydomain.AppliedPhysicsLetters,114(9):093504,2019.(TOPJournal) LongxiangLinghu,JiajiWu,ZhensenWu,GwanggilJeonandXiaobinWang.GPU-acceleratedComputationofTime-evolvingElectromagneticBackscatteringFieldfromLargeDynamicSeaSurfaces.IEEETransactionsonIndustrialInformatics,vol.5,no.16,pp.3187-3197,2019.(TOPJournal) JiaojiaoLi,JiajiWu,GwanggilJeon.GPUAccelerationofClusteredDPCMforLosslessCompressionofHyperspectralImages.IEEETransactionsonIndustrialInformatics,vol.16,no.5,pp.2906-2916,2019.(TOPJournal) LinghuL,WuJ,WuZ,WangX.ParallelComputationofEMBackscatteringfromLargeThree-DimensionalSeaSurfacewithCUDA.Sensors,18(11):3656,2018. XiangshuaiMeng,JiajiWu,ZhensenWu,TanQu,LinYang.DesignofMultiple-PolarizationReflectarrayforOrbitalAngularMomentumWaveinRadioFrequency.IEEEAntennasandWirelessPropagationLetters,vol.17,no.12,pp.2269-2273,2018. XiaoweiGuo,JiajiWu,JinpengZhang,JieHan.Deeplearningforsolvinginversionproblemofatmosphericrefractivityestimation.SustainableCitiesandSociety,vol.43,pp.524-531,2018. XiangshuaiMeng,JiajiWu,ZhensenWu,TanQu,LinYang.Dual-polarizedReflectarrayforGeneratingDualBeamswithCorrespondingTwoDifferentOrbitalAngularMomentumModesBasedonIndependentFeedsforOperationinC-andX-bands.OpticsExpress,vol.26,no.18,pp.23185-23195,2018. MengyueZhao,JiajiWu,GwanggilJeon,XingGuo.StatisticalAnalysisofCloudCharacteristicsinNorthwestChinaBasedonFengyunSatelliteData.ConcurrencyandComputation:PracticeandExperience,doi:10.1002/cpe.4972,2018. LeiWang,YangyangXu,JunCheng,HaiyingXia,JianqinYin,andJiajiWu.HumanActionRecognitionbyLearningSpatio-TemporalFeatureswithDeepNeuralNetworks.IEEEAccess,doi:10.1109/ACCESS.2018.2817253,2018. LongxiangLinghu,JiajiWu,BorminHuang,ZhensenWu,MinShi.GPU-AcceleratedMassivelyParallelComputationofElectromagneticScatteringofaTime-EvolvingOceanicSurfaceModelI:Time-EvolvingOceanicSurfaceGeneration.IEEEJournalofSelectedTopicsinAppliedEarthObservationsandRemoteSensing,vol.11,no.8,pp.2752-2762,2018. JiaojiaoLi,JiajiWu,GwanggilJeon.ParallelBinocularStereoVision-basedGPUAcceleratedPedestrianDetectionandDistanceComputation.JournalofReal-TimeImageProcessing,10.1007/s11554-018-0783-y,2018. LiwenMa,JiajiWu,ChunyuanLi.LocalizationofaHigh-SpeedTrainUsingaSpeedModelBasedontheGradientDescentAlgorithm.FutureGenerationComputerSystems,vol.85,pp.201-209,2018. XingGuo,ZhensenWu,JiajiWu.StudyofinfraredreflectioncharacteristicsofaerialtargetusingMODISdataonGPU.JournalofReal-TimeImageProcessing,doi:10.1007/s11554-018-0754-3,2018. XingGuo,ZhensenWu,JiajiWu,YunhuaCao.ParallelBRDF-basedinfraredradiationsimulationofaerialtargetsimplementedonIntelXeonprocessorandXeonPhicoprocessor.JournalofReal-TimeImageProcessing,doi:10.1007/s11554-017-0739-7,2018. JiajiWu,LongDeng,GwanggilJeon.GPU-ParallelInterpolationusingtheEdge-DirectionBasedNormalVectorMethodforTerrainTriangularMesh.JournalofReal-TimeImageProcessing,vol.14,no.4,doi:10.1007/s11554-016-0575-1,pp.1-10,2018. JiajiWu,LongDeng,GwanggilJeon.ImageAutoregressiveInterpolationModelusingGPU-ParallelOptimization.IEEETransactionsonIndustrialInformatics,vol.14,no.2,pp.426-436,2017.(TOPJournal) YuLei,JiaoShi,JiajiWu.Region-drivendistanceregularizedlevelsetevolutionforchangedetectioninremotesensingimages.MultimediaToolsandApplications,vol.76,no.23,pp.24707-24722,2017. JiajiWu,WenzeLi,GwanggilJeon.FromCoarse-toFine-GrainedImplementationofEdge-DirectedInterpolationUsingaGPU.InformationSciences,vol.385–386,pp.457-474,April2017. WanqiuKong,JiajiWu,ZejunHu,MarcoAnisetti,ErnestoDamiani,GwanggilJeon.LosslessCompressionforAuroraSpectralImageswithFastOnlineBi-dimensionalDecorrelationMethod.InformationSciences,vol.381,pp.33-45,2017. JinWang,JiajiWu,ZhensenWu,JechangJeong,GwanggilJeon.Wienerfilter-basedwaveletdomaindenoising.Displays,vol.46,pp.37-41,2017. JinWang,JiajiWu,ZhensenWu,andGwanggilJeon.TaylorSeriesandAdaptiveDirectionalSelectionforRealTimeDemosaicking.Displays,vol.45,pp.14-25,2016. JinWang,JiajiWu,ZhensenWu,GwanggilJeon.Filter-basedBayerPatternCFADemosaicking.Circuits,Systems,andSignalProcessing,doi:10.1007/s00034-016-0448-7,pp.1-24,2016. JiajiWu,MarcoAnisetti,WeiWu,ErnestoDamiani,andGwanggilJeon.BayerDemosaickingwithPolynomialInterpolation.IEEETransactionsonImageProcessing,vol.25,no.11,pp.5369-5382,Nov.2016. JinWang,JiajiWu,ZhensenWu,GwanggilJeon,andJechangJeong.BilateralFilteringandDirectionalDifferentiationforBayerDemosaicking.IEEESensorsJournal,doi:10.1109/JSEN.2016.2623422,2016. JiaoShi,YuLei,JiajiWu,AnandPaul,MucheolKim,GwanggilJeon.Uncertainclusteringalgorithmsbasedonroughandfuzzysetsforreal-timeimagesegmentation.JournalofReal-TimeImageProcessing,doi:10.1007/s11554-016-0585-z,pp.1-19,2016. XingGuo,JiajiWu,ZhensenWu,BorminHuang.ParallelComputationofAerialTargetReflectionofBackgroundInfraredRadiation:PerformanceComparisonofOpenMP,OpenACCandCUDAImplementations.IEEEJournalofSelectedTopicsinAppliedEarthObservationsandRemoteSensing,vol.9,no.4,pp.1653-1662,April2016. JiaoShi,JiajiWu,MarcoAnisetti,ErnestoDamiani,GwanggilJeon.Anintervaltype-2fuzzyactivecontourmodelforauroralovalsegmentation.SoftComputing,DOI:10.1007/s00500-015-1943-7,PP.1-21,2015. M.MazharURathore,AwaisAhmad,AnandPaul,WuJiaji.Real-timeContinuousFeatureExtractioninLargeSizeSatelliteImages.JournalofSystemsArchitecture,vol.64,pp.1122-132,2015. JiajiWu,WanqiuKong,BorminHuang,JarnoMielikainen.LosslessCompressionofHyperspectralImageryviaClusteredDifferentialPulseCodeModulationwithRemovalofLocalSpectralOutliers.IEEESignalProcessingLetters,vol.22,no.12,pp.2194-2198,2015.(PDF,Software) JiajiWu,LongDeng,AnandPaul.3DTerrainReal-timeRenderingMethodBasedonCUDA-OpenGLInteroperability.IETETechnicalReview,DOI:10.1080/02564602.2015.1040473,2015. LeiWang,JingBai,JiajiWu,GwanggilJeon.HyperspectralImageCompressionbasedonLappedTransformandTuckerDecomposition.SignalProcessing:Imagecommunication,vol.36,pp.63-69,2015. BorminHuang,JiajiWu,Yang-LangChang.SpecialSectionGuestEditorial:High-PerformanceComputinginAppliedRemoteSensing:Part3.JournalofAppliedRemoteSensing,vol.8,no.1,084701,pp.1-1,January2015. JiajiWu,ZhanSong,GwanggilJeon.GPU-ParallelImplementationoftheEdge-DirectedAdaptiveIntra-FieldDeinterlacingMethod.IEEE/OSAJournalofDisplayTechnology,vol.10,no.9,pp.746,753,2014. JiaoShi,JiajiWu,AnandPaul,LichengJiao,andMaoguoGong.ChangeDetectioninSyntheticApertureRadarImagesBasedonFuzzyActiveContourModelsandGeneticAlgorithms.MathematicalProblemsinEngineering,vol.2014,ArticleID870936,15pages,2014. XiangSu,JiajiWu,BorminHuang,ZhensenWu.GPU-acceleratedComputationofElectromagneticScatteringofaDouble-layerVegetationModel.IEEEJournalofSelectedTopicsinAppliedEarthObservationsandRemoteSensing,vol.6,no.4,pp.1-8,2013. JiajiWu,ZhenzhenXu,GwanggilJeon,XiangrongZhang,LichengJiao.Arithmeticcodingforimagecompressionwithadaptiveweight-contextclassification.SignalProcessing:ImageCommunication,vol.28,no.7,pp.727-735,August2013. S.-J.Park,G.Jeon,J.Wu,andJ.Jeong.AninterpolationschemebasedonBayesclassifier.JournalofElectronicImaging,vol.22,no.2,pp.023003,Apr-Jun2013. AnandPaul,KBharanitharan,JiajiWu.AlgorithmandArchitectureforAdaptiveMotionEstimationinVideoProcessing.IETETechnicalReview,vol.30,no.1,pp.24-30,2013. JiajiWu,ChongLiang,JianxiangHan,ZejunHu,DehongHuang,HongqiaoHu,YongFang,LichengJiao.ATwo-StageLosslessCompressionAlgorithmforAuroraImageUsingWeightedMotionCompensationandContext-BasedModel.OpticsCommunications.vol.290,pp.19-27,October22,2012. YongFang,JiajiWu,andBorminHuang.2Dsparsesignalrecoveryvia2Dorthogonalmatchingpursuit.ScienceChina:Inf.Sci.,55:889-897,2012. JiajiWu,TaoLi,Tung-JuHsieh,Yang-LangChang,andBorminHuang.DigitalSignalProcessor-based3DWaveletError-resilientLosslessCompressionofHigh-resolutionSpectrometerData.JournalofAppliedRemoteSensing,vol.5,051504,November28,2011. JunWang,BorminHuang,JiajiWu,Jong-WhaChong.Lappedtransform-basedcodecforframe-memoryreductioninsuper-qualityLCDoverdrive.JournaloftheSID,vol.19,No.8,2011. A.Paul,J.Wu,J.-F.Yang,andJ.Jeong.Gradient-basededgedetectionformotionestimationinH.264/AVC.IETImageProcessing.vol.5,No.4,pp.323–327,2011. JiajiWu,JinHuang,GwanggilJeon,JechangJeong,L.C.Jiao.Anadaptiveautoregressivede-interlacingmethod.OpticalEngineering,vol.5,50,057001,2011. JiajiWu,AnandPaul,YanXing,YongFang,JechangJeong,LichengJiao,GuangmingShi.Morphologicaldilationimagecodingwithcontextweightsprediction.SignalProcessing:ImageCommunication,vol.25,no.10,pp.717-728,2010. LichengJiao,LeiWang,JiajiWu,JingBai,ShuangWang,BiaoHou.Shape-AdaptiveReversibleIntegerLappedTransformforLossy-to-losslessROICodingofRemoteSensingImages.IEEEGeoscienceandRemoteSensingLetters,vol.8,No.2,pp.326-330,2011. LeiWang,LichengJiao,JingBai,JiajiWu.Hyperspectralimagecompressionbasedon3Dreversibleintegerlappedtransform.IETElectronicsLetters,vol.46,no.24,pp.1601-1602,November252010. JiajiWu,YanXing,JechangJeong,GuangmingShi,LichengJiao.Usingaweightedzeroblockcoderforsatelliteimagecompression.JournalofAppliedRemoteSensing,vol.4,041787,2010. LeiWang,LichengJiao,JiajiWu,GuangmingShi,YanjunGong,Lossy-to-losslessimagecompressionbasedonmultiplier-lessreversibleintegertimedomainlappedtransform.SignalProcessing:ImageCommunication,Vol.25,pp.622-632,September2010. LeiWang,JiajiWu,LichengJiao,ShuangZhang.ThreeDimensionalMedicalImageCompressionBasedonLow-complexityRKLT.IETElectronicsLetters,Vol.46,No.6,pp.395-397,2010. LeiWang,JiajiWu,LichengJiaoandGuangmingShi.Lossy-to-losslessHyperspectralImageCompressionBasedonMultiplierlessReversibleIntegerTDLT/KLT.IEEEGeoscienceandRemoteSensingLetters,vol.6,no.3,pp.587-591,July2009. JiajiWu,ZhensenWu,ChengkeWu.Losslytolosslesscompressionofhyperspectralimagesusingthree-dimensionalsetpartitioningalgorithm.OpticalEngineering,vol.45,no.2:27005-1-8,Feb.2006. JiajiWu,ChengkeWu.Multispectralimagecompressionusingthree-dimensionaltransformzeroblockcoding.CHINESEOPTICSLETTERS,Vol.2,No.6,pp325-327,June10,2004.

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