2002 05 38-44
多传感器图像融合应用评述
基金项目(Foundation):
全国优秀博士学位论文作者专项资金资助项目 (编号 :2 0 0 0 36 );;
国家自然科学基金资助项目 (批准号 :6 0 172 0 33)
邮箱(Email):
DOI:
10.16426/j.cnki.jcdzdk.2002.05.012
中文作者单位:
海军航空工程学院,海军航空工程学院,海军航空工程学院,海军工程大学 烟台264001;海军工程大学,武汉430033 ,烟台264001 ,烟台264001;海军工程大学,武汉430033 ,武汉430033
摘要(Abstract):
近几年 ,图像融合成为一个热门研究领域。图像融合是在多测度空间综合处理多源图像和图像序列的技术。通过融合处理、综合运用多源信息 ,得到性能比任一源图像好的图像 ,以便于图像的后续处理和更好地满足应用要求。从信息处理的层次上图像融合可分为 :信号层图像融合、像素层图像融合、特征层图像融合和符号层图像融合。比较了不同层次图像融合算法的特点 ,讨论了红外图像、可见光图像、多谱图像、雷达图像等的融合问题 ,给出了一个应用实例 ,并对图像融合的发展进行展望。
关键词(KeyWords):
图像融合;;多谱图像;;图像序列;;信息融合
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参考文献
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2 H allDavidL ,LlinasJames.A introduction tom ultisensor data fusion.Proc.of theIEEE,1997,85(1):6～23
3 何友,王国宏,陆大纟金,彭应宁.多传感器信息融合及应用.北京:电子工业出版社,2000
4 A bidiMongiA,GonzalezRafaelC.DateFusion inRobotics andMachineIntelligence.SanDiego:A cadem icPress,Inc.,1992
5 H atzinakosD,KunkerD.Blind im age fusion forsurveillance.Dept.NationalDefence,Tech.Rep.W 7714-6-9990,1997
6 ZhangZhong,BlumRickS.A categorization ofm ultiscale- decom position- based image fusionschem es with a performance study for a digitalcamera application.Proceeding of theIEEE,1999,87(8):1315～1326
7 RosenfeldA.MultirateIm ageProcessing andAna-lysis.N ewYork:Springer-Verlag,1984
8 MeerPeter.Stochastic im age pyram ids.Computervision,Graphics,andIm age processing,1989,45:269～294
9 MallatS G .A theory for m ultiresolution signaldecom position:the w avelet representation.IEEETrans. onPatternAnalysis andMachineInte-lligence,1989,11(7):674～693
10 ToetA ,et al.Merging therm al and visible im agesby a contrast pyram id.O pticalEngineering,1989,28(7):789～792
11 TaylorFred,KorenIzyok.A n over com plete en-hancem ent of digital mam mogram s,A DA385824,1999
12 LuettgenMarkR,KarlWilliamK C,etal.Mul-tiscale representations of m arkov random fields.IEEE Trans. onSignalProcessing,1993,41(12):3377～3396
13 DubesR C,JainA K.Random fields models inim age analysis.Journal ofAppliedStat.,1989,16:131～163
14 Rom ineJayBrent,Kam enEdwardW .Modelingand fusion of radar and imaging sensor data fortarget tracking.OpticalEngineering,1996,35(3):659～673
15 MeanyJam es,PeerRich.Multisensor fusion usingFLIR andLADAR identification.A DA 325094,1997
16 U nerMucahitK,Ram acLiancC,VarshneyPra-m odK.Concealed weapon detection:an im agefusion approach.SPIE,1997,2942:123～132
17 CostantiniMario,ZirilliA lfonsoFrancesco.Thefusion of different resolutionSAR im age.Proc. oftheIEEE,1997,85(1):139～146
18 FarinaA ,MorabitoF C,SerpicoS,Sim oneG.Fusion of radar im ages:state of art andperspective.CIE InternationalConference onRadarProceedings,2001:9～15
19 JiangH,et al.High- speed dual- spectral infraredimaging.O pticalEngineering,1993,32(6):1281～1283
20 N andhakum arN,AggarwalJ K.Physics- basedintegration of m ultiple sensing m odalities for sceneinterpretation.Proc.of theIEEE,1997,85(1):147～163
21 MignotteMax,ColletChristophe,PerezPatrick,BouthemyPatrick.Sonar im age segmentationusing an unsupervised hierarchicalMRF m odel.IEEE Trans.onIm ageProcessing,2000,9(7):1216～123
基本信息:
DOI：10.16426/j.cnki.jcdzdk.2002.05.012
中图分类号:TP212
引用信息:
[1]夏明革,何友,黄晓冬,夏仕昌.多传感器图像融合应用评述[J].舰船电子对抗,2002(05):38-44.DOI:10.16426/j.cnki.jcdzdk.2002.05.012.
基金信息:
全国优秀博士学位论文作者专项资金资助项目 (编号 :2 0 0 0 36 );; 国家自然科学基金资助项目 (批准号 :6 0 172 0 33)
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