早期火災(zāi)煙霧的圖像型探測技術(shù)的研究

早期火災(zāi)煙霧的圖像型探測技術(shù)的研究

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時間:2019-05-12

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1、天津大學(xué)碩士學(xué)位論文早期火災(zāi)煙霧的圖像型探測技術(shù)的研究姓名:翟文鵬申請學(xué)位級別:碩士專業(yè):控制理論與控制工程指導(dǎo)教師:吳愛國20090601ABSTRACTWiththehighgrowspeedofthepopulationandthenumberofcities,destructionsandlossesthatfirecausesbecomemoreandmoregreat.Today,therearemoreandmoreskyscrapersandbigbuildings,suchastunnelahea

2、dandwarehouse.ThetechnologyoffireimagedetectionCansatisfythatdemandduetoitsquickresponseandnoncontactingpickup.Recentlytheresearchesarefocusontheflameimagedetectionwhichisnottheearlyfn'ephenomena,SOthismethodisnotsuitableforearlyfn'edetection.Thetechnologyofsm

3、okeimagedetectionanalyses,thecolorofsmoke,however,Thisdissertationbasedontheanalysisofsmokecolorandmotiondoin-depthstudyofthesmokeimagedetectionmethods.Thesuspiciousregionsegmentationandfeaturesextractionarethetwoimportantstepofsmokeimagedetection.Inthesuspici

4、ousregionsegmentationstep,becausethebackgroundsubtractionandspatialfilteringmethodswiththedisadvantagetoeliminationofnoise.thisdissertationusestheHorn.Schunckmethodforthecalculationofopticalflowfield,thencombinesitwiththematchingblockmethodtodetectsuspiciousre

5、gion.Themethodimprovesaccuracyofsuspiciousregionsegmentation.Inthefeaturesextractionstep,becauseofthedaylightandbackgroundobjects,thesmokeimagedetectionbasedonanalysisofsmokecoloronlydowellindetectingfiresmoke.Thisdissertationextractsthreeeigenvaluesbasedonsmo

6、kecolorandmotion.Systemusestheeigenvectorwhichiscomposedbythreeeigenvaluestodeterminewhetherthereissmokebycorrespondingjudgerules.Thefirstone,accordingtoHelmholtzvelocitydecompositiontheorem,decomposesthevelocityfieldofopticalflOW,andcalculatesthelineardeforma

7、tionofthesmoketodetecttheappearanceoffiresmoke.Thesecondone.a(chǎn)ccordingtospatialdistributionofsmokebrightness,analysesthestratificationfeatureofsmoke.Thethirdone,accordingtotranslucentfeature,makesuseofthewavelettransformationcoefficientsforanalyzingthechangeoft

8、heenergyofsmokeregionandtheborderregiontOdetecttheappearanceoffiresmoke.Hardwareofexperimentalsystemiscomposedofindustrialcontrolcomputer、CCDcameraandmulti—channelvideocapturecard.

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