{"type":"ScholarlyArticle","title":"Fashion Coordinates Recommender System Using Photographs from Fashion Magazines","authors":[{"name":"Tomoharu Iwata","slug":"tomoharu-iwata","given":"Tomoharu","family":"Iwata","affiliation":""},{"name":"Shinji Watanabe","slug":"shinji-watanabe","given":"Shinji","family":"Watanabe","affiliation":""},{"name":"Hiroshi Sawada","slug":"hiroshi-sawada","given":"Hiroshi","family":"Sawada","affiliation":""}],"abstract":"Fashion magazines contain a number of photographs of fashion models, and their clothing coordinates serve as useful references. In this paper, we propose a recommender system for clothing coordinates using full-body photographs from fashion magazines. The task is that, given a photograph of a fashion item (e.g. tops) as a query, to recommend a photograph of other fashion items (e.g. bottoms) that is appropriate to the query. With the proposed method, we use a probabilistic topic model for learning information about coordinates from visual features in each fashion item region. We demonstrate the effectiveness of the proposed method using real photographs from a fashion magazine and two fashion style sharing services with the task of making top (bottom) recommendations given bottom (top) photographs.","doi":"10.5591/978-1-57735-516-8/IJCAI11-377","url":"https://ijcai.org/proceedings/2011/377","pdf":"https://ijcai.org/proceedings/2011/0377.pdf","markdown":"https://ijcai.org/proceedings/2011/377.md","bibtex":"https://ijcai.org/proceedings/2011/bibtex/377","volume":{"slug":"2011","title":"Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence","short_title":"IJCAI 2011","url":"https://ijcai.org/proceedings/2011/","year":2011,"location":"Barcelona, Catalonia, Spain","dates":"16–22 July 2011","editors":"Toby Walsh","isbn":"978-1-57735-512-0; 978-1-57735-513-7; 978-1-57735-514-4; 978-1-57735-515-1; 978-1-57735-516-8","publisher":"AAAI Press/International Joint Conferences on Artificial Intelligence","doi_prefix":""},"section":null,"track":"","number":377,"pages":{"first":2262,"last":2266},"keywords":[],"videos":[],"references":[],"license_note":"Copyright International Joint Conferences on Artificial Intelligence."}