Fabric Pattern Elements Retrieval Based on Cosine Transform

(整期优先)网络出版时间:2015-03-13
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Fabricpatterncontainsmanytypesoftheavailablepatternelements,whichnotonlycanbeusedfortheresearchers,butalsoasthematerialforthedesigner.Butexistingmethodfocusonthecompleteimageretrieval,thereforelackmethodsofretrievingpatternelements.Thisarticleproposesapatternelementsretrievalalgorithmbasedoncosinetransform.Firstly,automaticallysegmentthepatternsaccordingtosizeandlocationandfilterthesimilarprimarypatterns,then,throughcosinetransform,analyzeelementsfeaturesinDCTdomain,extractamplitudefrequencyandphasefrequency.Weemploy2-normtomeasurethesimilarity,search10similarpatternelementsinthesamplelibraryandsavetheminthedesignresourceslibrary.Experimentresultsindicatethatthisalgorithmperformswellwhileusedinpalacecostumeandcarpetpatterns,andgotmorethan75%oftheaveragerecallin100timesexperiments