Computer Analysis of Pablo Picasso's Artistic Style

Int. J. Art Cult. Des. Technol. Pub Date : 1900-01-01 DOI:10.4018/IJACDT.2017010101

Amanda Burcoff, L. Shamir

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引用次数: 3

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

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巴勃罗·毕加索艺术风格的计算机分析

Inthepastfewyears，computationalmethodshavebeenbecomingincreasinglymoreprevalentin arthistory。Suchmethodscan revealnewknowledgeaboutart, andprovideanovelapproach到thestudyingofarthistorybasedonquantitativeevidence。Hereweusedcomputationalanalysisto studytheartisticstyleofPabloPicassoanditschangethroughouttime。Experimentalresultsshow astrongcorrelationbetweenthevisualcontentandthetimeofpainting，evidencedbytheability ofthecomputertoestimatethetimeofcreationbyanalyzingthevisualcontentofthepainting。It alsoshowedthatsomeofthepaintingswereestimatedbythealgorithmtobeartisticallyrelatedtoa differenttimeperiodthanthetimeperiodinwhichtheywerepainted。Themostsignificantnumerical imagecontentdescriptorforestimatingthetimeofcreationisthefractalstructureofthepainting, whichchangedduringhiscareerinanearlylinearfashion。Thesoftwareusedintheexperimentis publiclyavailable，aswellasdetailedinstructionsofusingthesoftware。关键词:图像分析，模式识别，毕加索

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Int. J. Art Cult. Des. Technol.

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