cellular neural network.pdf

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1、MOVINGOBJECTDETECTIONUSINGCELLULARNEURALNETWORK(CNN)PREMALATHASUBRAMANIAMThisthesisissubmittedaspartialfulfillmentoftherequirementsfortheawardoftheBachelorDegreeofElectricalEngineering(ControlandInstrumentation)FacultyofElectrical&ElectronicsEngineeringUniversityMalaysiaPahangNOVEMBER,

2、2008“IherebyacknowledgethatthescopeandqualityofthisthesisisqualifiedfortheawardoftheBachelorDegreeofElectricalEngineering(ControlandInstrumentation)”Signature:____________________________________Name:AMRANBINABDULHADIDate:14NOVEMBER2008ii“Allthetrademarkandcopyrightsusehereinarepropert

3、yoftheirrespectiveowner.Referencesofinformationfromothersourcesarequotedaccordingly;otherwisetheinformationpresentedinthisreportissolelyworkoftheauthor.”Signature:______________________________Author:PREMALATHASUBRAMANIAMDate:15NOVEMBER2008iiiSpeciallydedicatedtomybelovedparentsandbest

4、friendsfortheirfullsupportandlovethroughoutmyjourneyofeducation.ivACKNOWLEDGEMENTIwouldliketothankmyparentsfortheirlove,supportandpatienceduringtheyearofmystudy.Ialsowouldliketotakethisopportunitytoexpressmydeepestgratitudetomysupervisor,EnAmranbinAbdulHadiforhispatienceandguidanceinpr

5、eparingthispaper.Specialthankstoallmyfriendswhohavedirectlyorindirectlyhavecontributedtomysuccessincompletingthisthesis.Lastbutnotleast,IwouldliketothankGodforbeingwithinme.vABSTRACTDetectingmovingobjectsisakeycomponentofanautomaticvisualsurveillanceandtrackingsystem.Previousmotion-bas

6、edmovingobjectdetectionapproachesoftenusebackgroundsubtractionandinter-framedifferenceorthree-framedifference,whicharecomplicatedandtakeslongtime.Inthispaper,weproposedasimpleandfastmethodtodetectamovingobjectusingCellularNeuralNetwork.ThemainideainCellularNeuralNetworkisthatconnection

7、isallowedbetweenadjacentunitsonly.ThispapercomprisestheimplementationofthebasictemplatesavailableinCellularNeuralNetwork.ThetemplatesareprogrammedinMATLAB.TherearefewrulesinCellularNeuralNetworkthathastobeimplementedwhenprogrammingthetemplates,suchasthestateequation,outputequation,bo