Classification of Modern Art Movements with Computational Methods: Initial Results
| dc.contributor.author | Altinoz, O. Tolga | |
| dc.contributor.author | Ozkan Altinoz, Meltem | |
| dc.date.accessioned | 2024-09-29T16:11:32Z | |
| dc.date.available | 2024-09-29T16:11:32Z | |
| dc.date.issued | 2017 | |
| dc.department | Karabük Üniversitesi | en_US |
| dc.description | 25th Signal Processing and Communications Applications Conference (SIU) -- MAY 15-18, 2017 -- Antalya, TURKEY | en_US |
| dc.description.abstract | In this study, the similarity between different art movements is investigated. For this purpose, five different art movements are selected and thirty paintings are determined from different painters. By using these paintings, the similarity between paintings inside art movements and from other modern art movements are shown and classified by using mathematical methods. Computational methods are used for classification. Bag of feature (BoF) and support vector machine (SVM) are utilized. Image features are extracted with BoF and these properties are classified to get histogram. These histogram data are applied to SVM for classification. In conclusion, modern art movements are classified, and based on these results the differences are discussed. | en_US |
| dc.description.sponsorship | Turk Telekom,Arcelik A S,Aselsan,ARGENIT,HAVELSAN,NETAS,Adresgezgini,IEEE Turkey Sect,AVCR Informat Technologies,Cisco,i2i Syst,Integrated Syst & Syst Design,ENOVAS,FiGES Engn,MS Spektral,Istanbul Teknik Univ | en_US |
| dc.identifier.isbn | 978-1-5090-6494-6 | |
| dc.identifier.issn | 2165-0608 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.14619/8517 | |
| dc.identifier.wos | WOS:000413813100503 | en_US |
| dc.identifier.wosquality | N/A | en_US |
| dc.indekslendigikaynak | Web of Science | en_US |
| dc.language.iso | tr | en_US |
| dc.publisher | Ieee | en_US |
| dc.relation.ispartof | 2017 25th Signal Processing and Communications Applications Conference (Siu) | en_US |
| dc.relation.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | en_US |
| dc.rights | info:eu-repo/semantics/closedAccess | en_US |
| dc.subject | bag of feature | en_US |
| dc.subject | art movement | en_US |
| dc.subject | support vector machine | en_US |
| dc.subject | classification | en_US |
| dc.subject | k-means clustring | en_US |
| dc.title | Classification of Modern Art Movements with Computational Methods: Initial Results | en_US |
| dc.type | Conference Object | en_US |
