Presentation information

Organized Session

Organized Session » OS-22

[3D5-OS-22b] OS-22 (2)

Thu. Jun 11, 2020 3:40 PM - 5:20 PM Room D (jsai2020online-4)

上野 未貴(大阪工業大学)、森 直樹(大阪府立大学)、はたなか たいち(株式会社クリエイターズインパック)

5:00 PM - 5:20 PM

[3D5-OS-22b-05] Understanding of Fashion Items Coordination based on distributed expression

〇Mie Hayashi1, Naoki Mori1 (1. Osaka Prefecture University)

Keywords:Fashion, Image, Image Processing, Polyvore

Recently, analysis of the fashion outfits has become an attractive research topic
in the artificial intelligence fields.
However, understanding of fashion is not easy because of this problem including human creativity and Kansei.
In this study, we have proposed a machine learning system to solve the problem of fashion outfits composing. In the proposed method, distributed representation is applied to fashion items, and deep learning technique based on LSTM is utilized.
The effectiveness of the proposed method is confirmed by
computer simulations taking original four-choice questions for fashion items in the Polyvore dataset
as examples.

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