服裝圖像自動標注方法研究.pdf

1、原創(chuàng)性聲明本人鄭重聲明：所呈交的學位論文是本人在導師的指導下獨立進行研究工作所取得的成果，論文中有關資料和數(shù)據(jù)是實事求是的。除文中己經(jīng)注明引用的內容外，本論文不含任何其他個人或集體已經(jīng)發(fā)表或撰寫過的研究成果。對本文的研究做出重要貢獻的個人和集體，均已在文中以明確方式標明。若有不實之處，本人愿意承擔相關法律責任。學位論文作者簽名：Et期：伽，6年／f月糾曰學位論文版權使用授權書學位論文作者完全了解北京服裝學院有關保留和使用學位論文的規(guī)定，

2、即：研究生在校攻讀學位期間論文工作的知識產權單位屬北京服裝學院。學校有權保留并向國家有關部門或機構送交論文的復印件和電子版，允許學位論文被查閱、借閱和復印；學?？梢詫W位論文的全部或部分內容公開或編入有關數(shù)據(jù)庫進行檢索，可以允許采用影印、縮印或其它復制手段保存、匯編學位論文。保密的學位論文在解密后適用本授權書。學位論文作者簽名：鋤鉚躲私杯日期：伽形年，／月冽13日期：們J6年f|月卅日AbstractResearchonAutomati

3、cClothingImageAnnotationMethodAbstractWiththeadventoftheinformationage，anumberoffashionclothingsiteclothingbrandimagessurge，whichhavebeenmanydiversestylesandnoclearclassification，leadinggarmentworkerstopickoutsuitabletom

4、eetthedesignrequirements，tobringtheirowncreationinspireddesignspentmoreandmoretimeandeffortHowdoclothing—relatedworkersquicklyandaccuratelyretrievetheirsatisfactionimagesfromthemassofclothingimagelibraryisahotresearchfie

5、ldDuetocomruonunderstandingdeviationbetweentheimageofclothingunderlyingvisualfeaturesandhigh1evelsemanticconcepts，artificialclothinglabelimagehasbeendi衢cuIttomeettheneedsofusers，inordertoachievebetterimageretrievalclothi

6、ng，clothingautomaticimageannotationincreasinglyoccupyapivotalroleClothingautomaticimageannotationtechnologyusesthetrainedclassifierm。deltoestablishcontactbetweenunderlyingvisualfeaturesandhighlevelsemanticconcepts，theclo

7、thingimageswhichwillbeannotatedachieveautomaticimageannotationbasedontheestablishmentofagoodrelationshipmodelThispaperhasbeenstudiedautomaticimageannotationclothingandrelatedtechnologiesonthebasisoftheclassificationmodel

8、technologymainlyincludingvisualfeaturesextractionandalgorithmdescriptionbothofcolorandtexturefeatures，afterthattheextractedvisualfeaturesmergetogetherasanintegratedfeaturevectorastheexperimentaldataThenthroughresearching

9、supportvectormachinetheoryandtechnologyandonthebasisofalargenumberofexperiments，weproposeamulti—coreSVMclothingimageautomaticannotationmethod，combiningwithcrossvalidationtuningparameterstoachievetheclothingimageclassific