Amanda Burcoff, L. Shamir
{"title":"巴勃罗·毕加索艺术风格的计算机分析","authors":"Amanda Burcoff, L. Shamir","doi":"10.4018/IJACDT.2017010101","DOIUrl":null,"url":null,"abstract":"Inthepastfewyears,computationalmethodshavebeenbecomingincreasinglymoreprevalentin arthistory.Suchmethodscan revealnewknowledgeaboutart, andprovideanovelapproach to thestudyingofarthistorybasedonquantitativeevidence.Hereweusedcomputationalanalysisto studytheartisticstyleofPabloPicassoanditschangethroughouttime.Experimentalresultsshow astrongcorrelationbetweenthevisualcontentandthetimeofpainting,evidencedbytheability ofthecomputertoestimatethetimeofcreationbyanalyzingthevisualcontentofthepainting.It alsoshowedthatsomeofthepaintingswereestimatedbythealgorithmtobeartisticallyrelatedtoa differenttimeperiodthanthetimeperiodinwhichtheywerepainted.Themostsignificantnumerical imagecontentdescriptorforestimatingthetimeofcreationisthefractalstructureofthepainting, whichchangedduringhiscareerinanearlylinearfashion.Thesoftwareusedintheexperimentis publiclyavailable,aswellasdetailedinstructionsofusingthesoftware. KeywoRDS Image Analysis, Pattern Recognition, Picasso","PeriodicalId":181387,"journal":{"name":"Int. J. Art Cult. Des. Technol.","volume":"2015 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"Computer Analysis of Pablo Picasso's Artistic Style\",\"authors\":\"Amanda Burcoff, L. Shamir\",\"doi\":\"10.4018/IJACDT.2017010101\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Inthepastfewyears,computationalmethodshavebeenbecomingincreasinglymoreprevalentin arthistory.Suchmethodscan revealnewknowledgeaboutart, andprovideanovelapproach to thestudyingofarthistorybasedonquantitativeevidence.Hereweusedcomputationalanalysisto studytheartisticstyleofPabloPicassoanditschangethroughouttime.Experimentalresultsshow astrongcorrelationbetweenthevisualcontentandthetimeofpainting,evidencedbytheability ofthecomputertoestimatethetimeofcreationbyanalyzingthevisualcontentofthepainting.It alsoshowedthatsomeofthepaintingswereestimatedbythealgorithmtobeartisticallyrelatedtoa differenttimeperiodthanthetimeperiodinwhichtheywerepainted.Themostsignificantnumerical imagecontentdescriptorforestimatingthetimeofcreationisthefractalstructureofthepainting, whichchangedduringhiscareerinanearlylinearfashion.Thesoftwareusedintheexperimentis publiclyavailable,aswellasdetailedinstructionsofusingthesoftware. KeywoRDS Image Analysis, Pattern Recognition, Picasso\",\"PeriodicalId\":181387,\"journal\":{\"name\":\"Int. J. Art Cult. Des. Technol.\",\"volume\":\"2015 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1900-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Int. J. Art Cult. Des. Technol.\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.4018/IJACDT.2017010101\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Int. J. Art Cult. Des. Technol.","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.4018/IJACDT.2017010101","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3
Computer Analysis of Pablo Picasso's Artistic Style
Inthepastfewyears,computationalmethodshavebeenbecomingincreasinglymoreprevalentin arthistory.Suchmethodscan revealnewknowledgeaboutart, andprovideanovelapproach to thestudyingofarthistorybasedonquantitativeevidence.Hereweusedcomputationalanalysisto studytheartisticstyleofPabloPicassoanditschangethroughouttime.Experimentalresultsshow astrongcorrelationbetweenthevisualcontentandthetimeofpainting,evidencedbytheability ofthecomputertoestimatethetimeofcreationbyanalyzingthevisualcontentofthepainting.It alsoshowedthatsomeofthepaintingswereestimatedbythealgorithmtobeartisticallyrelatedtoa differenttimeperiodthanthetimeperiodinwhichtheywerepainted.Themostsignificantnumerical imagecontentdescriptorforestimatingthetimeofcreationisthefractalstructureofthepainting, whichchangedduringhiscareerinanearlylinearfashion.Thesoftwareusedintheexperimentis publiclyavailable,aswellasdetailedinstructionsofusingthesoftware. KeywoRDS Image Analysis, Pattern Recognition, Picasso
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