What are the fashion trends in New York?

Shintami C. Hidayati; Kai Lung Hua; Wen Huang Cheng; Shih Wei Sun

doi:10.1145/2647868.2656405

What are the fashion trends in New York?

Shintami C. Hidayati, Kai Lung Hua, Wen Huang Cheng, Shih Wei Sun

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

43 Citations (Scopus)

Abstract

Fashion is a reflection of the society of a period. Given that New York City is one of the world's fashion capitals, understanding its change in fashion becomes a way to know the society and the times. To keep up with fashion trends, it is important to know what's "in" and what's "out" for a season. Though the fashion trends have been analyzed by fashion designers and fashion analysts for a long time, this issue has been ignored in multimedia science. In this paper, we present a novel algorithm that automatically discovers visual style elements representing fashion trends for a certain season. The visual style elements are discovered based on the stylistic coherent and unique characteristics. The experimental results demonstrate the effectiveness of our proposed method through a large number of catwalk show videos.

Original language	English
Title of host publication	MM 2014 - Proceedings of the 2014 ACM Conference on Multimedia
Publisher	Association for Computing Machinery
Pages	197-200
Number of pages	4
ISBN (Electronic)	9781450330633
DOIs	https://doi.org/10.1145/2647868.2656405
Publication status	Published - 3 Nov 2014
Externally published	Yes
Event	2014 ACM Conference on Multimedia, MM 2014 - Orlando, United States Duration: 3 Nov 2014 → 7 Nov 2014

Publication series

Name	MM 2014 - Proceedings of the 2014 ACM Conference on Multimedia

Conference

Conference	2014 ACM Conference on Multimedia, MM 2014
Country/Territory	United States
City	Orlando
Period	3/11/14 → 7/11/14

Keywords

Clothing image analysis
Data mining
Fashion trend
Visual summarization

Access to Document

10.1145/2647868.2656405

Cite this

@inproceedings{be622627c7c846c89210c40664bd61fa,

title = "What are the fashion trends in New York?",

abstract = "Fashion is a reflection of the society of a period. Given that New York City is one of the world's fashion capitals, understanding its change in fashion becomes a way to know the society and the times. To keep up with fashion trends, it is important to know what's {"}in{"} and what's {"}out{"} for a season. Though the fashion trends have been analyzed by fashion designers and fashion analysts for a long time, this issue has been ignored in multimedia science. In this paper, we present a novel algorithm that automatically discovers visual style elements representing fashion trends for a certain season. The visual style elements are discovered based on the stylistic coherent and unique characteristics. The experimental results demonstrate the effectiveness of our proposed method through a large number of catwalk show videos.",

keywords = "Clothing image analysis, Data mining, Fashion trend, Visual summarization",

author = "Hidayati, {Shintami C.} and Hua, {Kai Lung} and Cheng, {Wen Huang} and Sun, {Shih Wei}",

year = "2014",

month = nov,

day = "3",

doi = "10.1145/2647868.2656405",

language = "English",

series = "MM 2014 - Proceedings of the 2014 ACM Conference on Multimedia",

publisher = "Association for Computing Machinery",

pages = "197--200",

booktitle = "MM 2014 - Proceedings of the 2014 ACM Conference on Multimedia",

note = "2014 ACM Conference on Multimedia, MM 2014 ; Conference date: 03-11-2014 Through 07-11-2014",

}

Hidayati, SC, Hua, KL, Cheng, WH & Sun, SW 2014, What are the fashion trends in New York? in MM 2014 - Proceedings of the 2014 ACM Conference on Multimedia. MM 2014 - Proceedings of the 2014 ACM Conference on Multimedia, Association for Computing Machinery, pp. 197-200, 2014 ACM Conference on Multimedia, MM 2014, Orlando, United States, 3/11/14. https://doi.org/10.1145/2647868.2656405

What are the fashion trends in New York? / Hidayati, Shintami C.; Hua, Kai Lung; Cheng, Wen Huang et al.
MM 2014 - Proceedings of the 2014 ACM Conference on Multimedia. Association for Computing Machinery, 2014. p. 197-200 (MM 2014 - Proceedings of the 2014 ACM Conference on Multimedia).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review