个人简历

个人简历
湖北省“楚天学者计划”入选者，武汉理工大学航运学院副教授，深圳大学计算机与软件学院访问学者，新加坡科技研究局访问学者。2009年本科毕业于武汉理工大学信息与计算科学专业，2015年获香港中文大学哲学博士学位，中国科学院自动化研究所访问学生。主要研究方向为视觉感知与智能计算、海事大数据挖掘与可视分析。主持国家自然科学基金青年项目1项、ESI提升计划1项、省部级重点实验室开放基金3项，作为核心成员承担国家重点研发计划1项。近5年在SCI期刊与EI会议上发表论文近50篇；成果获2018年中国水运建设行业协会科学技术奖一等奖(排名第3)；
课程教学
本科生课程：航海数学、航海应急保障及应急装备
研究生课程：机器学习与智能计算（硕士）、基于MATLAB的数据分析（硕士）、水上交通系统建模与仿真（硕士）、船舶交通系统建模与仿真（硕士）、船舶交通大数据分析（博士）、交通环境模拟及仿真技术（博士）
学术专著
1.KwokTaiChui,WadeeAlhalabi,RyanWenLiu,andPatriciaOrdonezdePablos,ConnectingOneBeltOneRoadCountriesviaWirelessSensorNetwork.InForeignBusinessinChinaandOpportunitiesforTechnologicalInnovationandSustainableEconomics.USA:IGI-Global,2019.
荣誉奖励
1.项目名称：水上客运重大事故隐患判定标准研究，奖励名称：长航局科技奖二等奖（排名第7），2018；
2.项目名称：大型人工复式航道建设关键技术研究及应用，奖励名称：中国水运建设行业协会科学技术奖一等奖（排名第3），2018；
3.学术期刊JournalofVisualCommunicationandImageRepresentation期刊杰出评阅贡献奖(CertificateofOutstandingContributioninReviewing)，2017；
4.项目名称：内河客船高效应急逃生系统，奖励名称：第六届全国海洋航行器设计与制作大赛奖特等奖（联合指导教师），2017；
项目名称：水位变化下长江中游船舶搁浅风险计算研究，奖励名称：湖北省优秀学士学位论文奖（指导教师），2017。
在研项目
1.恶劣通航环境下无人水面艇视觉感知增强方法研究，国家自然科学基金青年科学基金项目，2017.01-2019.12.
2.不良天气条件下多旋翼无人机视频图像增强方法研究，交通物联网技术湖北省重点实验室开放基金项目，2018.01-2019.12.
3.深海应急响应示范系统构建—水下目标协同搜寻与定位技术，国家重点研发计划重点专项，2018.07-2021.12.
4.三峡过闸货运量需求预测模型研究，国家发展和改革委员会综合运输研究所，2018.12-2019.12.
5.基于稀疏冗余表示的海量时空AIS轨迹数据压缩与重建方法研究，高维信息智能感知与系统教育部重点实验室开放基金，2017.01-2018.12.

研究领域

视觉感知与智能计算、海事大数据挖掘与可视分析

近期论文

1.RyanWenLiu,DiWu,ChuanshengWu,NaixueXiong.Non-localtotalvariationregularizedL1variationalmodelforimagerestorationwithspatiallyadaptedregularizationparameterselection.InformationSciences,MinorRevision,2019(SCI,CCF-B)
2.QiaolingShu,ChuanshengWu,QiuxiangZhong,RyanWenLiu*.Alternatingminimizationalgorithmforhybridregularizedvariationalimagedehazing.Optik-InternationalJournalforLightandElectronOptics,MinorRevision,2019(SCI)
3.YanLi,RyanWenLiu*,ZhaoLiu,JingxianLiu.Similaritygrouping-guidedneuralnetworkmodelingformaritimetimeseriesprediction.IEEEAccess,MinorRevision,2019.(SCI)
4.KwokTaiChui,RyanWenLiu,MiltiadisDLytras,MingboZhao.BigdataandIoTsolutionforpatientbehaviourmonitoring.Behaviour&InformationTechnology,2019,1:10.(SCI,CCF-C)
5.LuLiu,HuanYang,JiyunFan,RyanWenLiu,YupingDuan.Riciannoiseandintensitynonuniformitycorrection(NNC)modelforMRIdata.BiomedicalSignalProcessingandControl,2019,49:506-519.(SCI)
6.YuxuLu,RyanWenLiu*,FengeChen,LiangXie.Learningadeepconvolutionalnetworkforspecklenoisereductioninunderwatersonarimages.The11thInternationalConferenceonMachineLearningandComputing(ICMLC2019),Zhuhai,China,Feb.22-24,2019.(EI,ExcellentOralPresentation)
7.RyanWenLiu,WeiYin,LinShi,JinmingDuan,SimonC.H.Yu,DefengWang.UndersampledCSimagereconstructionusingnonconvexnonsmoothmixedconstraints.MultimediaToolsandApplications,2018.(SCI,CCF-C)
8.HuanhuanLi,JingxianLiu,KefengWu,ZailiYang,RyanWenLiu*,NaixueXiong.Spatio-temporalvesseltrajectoryclusteringbasedondatamappinganddensity.IEEEAccess,2018.(SCI)
9.RyanWenLiu,QuandangMa,SimonC.H.Yu,KwokTaiChui,NaixueXiong.Variationalregularizedtree-structuredwaveletsparsityforCS-SENSEparallelimaging.IEEEAccess,2018.(SCI)
10.QiuxiangZhong,ChuanshengWu,QiaolingShu,RyanWenLiu*.Spatiallyadaptivetotalgeneralizedvariation-regularizedimagedeblurringwithimpulsenoise.JournalofElectronicImaging,2018,27(5):053006.(SCI)
11.XinliXu,TengYu,XinmeiXu,GuojiaHou,RyanWenLiu.Variationaltotalcurvaturemodelformultiplicativenoiseremoval.IETComputerVision,2018,12(4):542-552.(SCI,CCF-C)
12.RyanWenLiu,ShengwuXiong,HuisiWu.Asecond-ordervariationalframeworkforjointdepthmapestimationandimagedehazing.The43rdIEEEInternationalConferenceonAcoustics,SpeechandSignalProcessing(ICASSP2018),Calgary,Alberta,Canada,15-20April,2018.(EI,CCF-B)
13.RyanWenLiu*,WeiYin,ShengwuXiong,SilongPeng.L0-regularizedhybridgradientsparsitypriorsforrobustsingle-imageblinddeblurring.The43rdIEEEInternationalConferenceonAcoustics,SpeechandSignalProcessing(ICASSP2018),Calgary,Alberta,Canada,15-20April,2018.(EI,CCF-B)
14.QiaolingShu,ChuanshengWu,RyanWenLiu*,KwokTaiChui,ShengwuXiong.Two-phasetransmissionmapestimationforrobustimagedehazing.The25thInternationalConferenceonNeuralInformationProcessing(ICONIP2018),SiemReap,Cambodia,13-16December,2018.(EI,CCF-C)
15.YanLi,RyanWenLiu*,QuandangMa,JingxianLiu.EMD-basedrecurrentneuralnetworkwithadaptiveregroupingforportcargothroughputprediction.The25thInternationalConferenceonNeuralInformationProcessing(ICONIP2018),SiemReap,Cambodia,13-16December,2018.(EI,CCF-C)
16.HuanhuanLi,JingxianLiu,RyanWenLiu*,NaixueXiong,KefengWu,Tai-hoonKim.Adimensionalityreduction-basedmulti-stepclusteringmethodforrobustvesseltrajectoryanalysis.Sensors,2017,17(8),1792:1-26.(SCI)
17.RyanWenLiu,LinShi,SimonCHYu,NaixueXiong,DefengWang.ReconstructionofundersampledbigdynamicMRIdatausingnon-convexlow-rankandsparsityconstraints.Sensors,2017,17(3):509.(SCI)
18.NaixueXiong,RyanWenLiu*,MaohanLiang,DiWu,ZhaoLiu,HuisiWu.Effectivealternatingdirectionoptimizationmethodsforsparsity-constrainedblindimagedeblurring.Sensors,2017,17(1),174.(SCI)
19.RyanWenLiu,JinweiChen,ZhaoLiu,YanLi,YiLiu,JingxianLiu.Vesseltrafficflowseparation-predictionusinglow-rankandsparsedecomposition.IEEEThe20thInternationalConferenceonIntelligentTransportationSystems(ITSC2017),Yokohama,Japan,16-19October,2017.(EI)
20.RyanWenLiu,YanLi,YiLiu,JinmingDuan,TianXu,JingxianLiu.Single-imageblinddeblurringwithhybridsparsityregularization.IEEEThe20thInternationalConferenceonInformationFusion(Fusion2017),Xi’an,China,10-13July,2017.(EI)
21.RyanWenLiu,LinShi,SimonC.H.Yu,DefengWang.HybridregularizationforcompressedsensingMRI:ExploitingShearlettransformandgroup-sparsitytotalvariation.IEEEThe20thInternationalConferenceonInformationFusion(Fusion2017),Xi’an,China,10-13July,2017.(EI)
22.WenqiLu,JingminDuan,ZhaowenQiu,ZhenkuanPan,RyanWenLiu,LiBai.Implementationofhighordervariationalmodelsmadeeasyforimageprocessing.MathematicalMethodsintheAppliedSciences,2016,39(14):4208-4233.(SCI)
23.JingxianLiu,FengZhou,ZongzhiLi,MaoqingWang,RyanWenLiu*.Dynamicshipdomainmodelsforcapacityanalysisofrestrictedwaterchannels.JournalofNavigation,2016.69(3):481-503.(SCI)
24.ChenyangZhang,DiWu,RyanWenLiu*,NaixueXiong.Non-localregularizedvariationalmodelforimagedeblurringundermixedGaussian-impulsenoise.JournalofInternetTechnology,2015,16(7):1301-1319.(SCI)
25.RyanWenLiu,LinShi,SimonC.H.Yu,DefengWang.Atwo-stepoptimizationapproachfornonlocaltotalvariation-basedriciannoisereductioninmagneticresonanceimages.MedicalPhysics,2015,42(9):5167-5187.(SCI)
26.RyanWenLiu,LinShi,SimonC.H.Yu,DefengWang.Box-constrainedsecond-ordertotalgeneralizedvariationminimizationwithacombinedL1,2data-fidelitytermforimagereconstruction.JournalofElectronicImaging,2015,24(3):033026:1-22.(SCI)
27.RyanWenLiu,DiWu,Chuan-ShengWu,TianXu,NaixueXiong.Constrainednonconvexhybridvariationalmodelforedge-preservingimagerestoration.IEEEInternationalConferenceonSystems,Man,andCybernetics(SMC2015),HongKong,China,9-12October,2015:1809-1814.(EI)
28.RyanWenLiu,DiWu,Chuan-ShengWu,NaixueXiong.Hybridregularizedblurkernelestimationforsingle-imageblinddeconvolution.IEEEInternationalConferenceonSystems,Man,andCybernetics(SMC2015),HongKong,China,9-12October,2015:1815-1820.(EI)
29.RyanWenLiu,LinShi,WenhuaHuang,JingXu,SimonC.H.Yu,DefengWang.Generalizedtotalvariation-basedMRIRiciandenoisingmodelwithspatiallyadaptiveregularizationparameters.MagneticResonanceImaging,2014,32(6):702-720.(SCI，2014-2019年该期刊被引用最多的5篇文章之一)
30.WenLiu,ChuanshengWu.Apredictor-correctoriteratedTikhonovregularizationforlinearill-posedinverseproblems.AppliedMathematicsandComputation.2013,221:802-818.(SCI)
目前担任SCI期刊InternationalJournalonSemanticWebandInformationSystems副主编；以色列科技部基金项目和国家自然科学基金项目评审专家；IEEETrans.Intell.Transp.Syst.和IEEEInternetThingsJ.等30多个SCI期刊审稿人。