Rapid Prototyping of OpenCV Image Processing Applications using ASP

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1、RapidPrototypingofOpenCVImageProcessingApplicationsusingASPFelixMuhlbauer¨∗,MichaelGroßhans∗,ChristopheBobda†∗ChairofComputerEngineeringUniversityofPotsdam,Germany{muehlbauer,grosshan}@cs.uni-potsdam.de†CSCEUniversityofArkansas,USAcbobda@uark.eduAbstract—Im

2、ageprocessingisbecomingmoreandmorearchitectureaccordingtheapplication,willhelpprovidethepresentinoureverydaylife.Withtherequirementsofminia-requiredperformanceinreasonabletime.turization,low-power,performanceinordertoprovidesomeOurmotivationistodesignadevel

3、opmentenvironmentinintelligentprocessingdirectlyintothecamera,embeddedcamerawhichhigh-levelsoftwaredeveloperscouldleveragethespeedwilldominatetheimageprocessinglandscapeinthefuture.Whilethecommonapproachofdevelopingsuchembeddedsystemsofhardwareacceleratorsw

4、ithoutknowledgeinthelow-levelistousesequentiallyoperatingprocessors,imageprocessinghardwaredesignandintegration.Ourapproachconsistsofalgorithmsareinherentlyparallel,thushardwaredeviceslikeFP-runningaready-to-useandwellknownsoftwarelibraryforGAsprovideaperfe

5、ctmatchtodevelophighlyefficientsystems.computervisiononaprocessorfeaturinganoperatingsystem.UnfortunatelyhardwaredevelopmentismoredifficultandthereWerelyonverypopularopensourcesoftwarelikeOpenCVarelessexpertsavailablecomparedtosoftware.Automatizingthedesignpr

6、ocesswillleveragetheexistinginfrastructure,thus[1]andtheoperatingsystemLinux.Thisapproachallowstheprovidingfastertimetomarketandquickinvestigationofnewsoftwareapplicationdeveloperstofocusonthedeveloppementalgorithms.WeexploitASP(answersetprogramming)forsyst

7、emofhigh-qualityalgorithms,whichwillbeimplementedwithsynthesiswiththegoalofgenaratinganoptimalhardwarethebestperformance.Givenanapplication,thedecisiontosoftwarepartitioning,aviablecommunicationstructureandthemapatasktoaprocessingelementanddefiningtheunderly

8、ingcorrespondingscheduling,fromanimageprocessingapplication.communicationinfrastructureandprotocolisachallengingtask.I.INTRODUCTIONInthispaperwefocusonthesystemsynthesisproblemofImageprocessingisbecomi