{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/changing-fashion-cultures","title":"Changing Fashion Cultures","arxiv_id":"1703.07920","date":"2017-03-23","proceeding":null,"authors":["Kaori Abe","Teppei Suzuki","Shunya Ueta","Akio Nakamura","Yutaka Satoh","Hirokatsu Kataoka"],"abstract":"The paper presents a novel concept that analyzes and visualizes worldwide\nfashion trends. Our goal is to reveal cutting-edge fashion trends without\ndisplaying an ordinary fashion style. To achieve the fashion-based analysis, we\ncreated a new fashion culture database (FCDB), which consists of 76 million\ngeo-tagged images in 16 cosmopolitan cities. By grasping a fashion trend of\nmixed fashion styles,the paper also proposes an unsupervised fashion trend\ndescriptor (FTD) using a fashion descriptor, a codeword vetor, and temporal\nanalysis. To unveil fashion trends in the FCDB, the temporal analysis in FTD\neffectively emphasizes consecutive features between two different times. In\nexperiments, we clearly show the analysis of fashion trends and fashion-based\ncity similarity. As the result of large-scale data collection and an\nunsupervised analyzer, the proposed approach achieves world-level fashion\nvisualization in a time series. The code, model, and FCDB will be publicly\navailable after the construction of the project page.","url_abs":"http://arxiv.org/abs/1703.07920v1","url_pdf":"http://arxiv.org/pdf/1703.07920v1.pdf","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"abstracts"},"code_links":[{"paper_slug":"changing-fashion-cultures","repo_url":"https://github.com/cvpaperchallenge/FashionCultureDataBase_DLoader","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"pytorch","reach":null}],"tasks":[{"task_slug":"culture","task_name":"Cultural Vocal Bursts Intensity Prediction"},{"task_slug":"time-series-1","task_name":"Time Series"},{"task_slug":"time-series","task_name":"Time Series Analysis"}],"methods":[],"datasets_introduced":[{"slug":"fcdb","name":"FCDB","full_name":"Fashion Culture DataBase"}],"methods_introduced":[],"results":[],"syntology":{"syntology_url":null,"atlas_url":null,"mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}