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Hi, Magic Closet, Tell Me What to Wear! by Si Liu; Jiashi Feng; Zheng Song; Tianzhu Zhang; Hanqing Lu; Changsheng Xu; Shuicheng Yan is a scholarly article available to read on EtoBox.

What is Hi, Magic Closet, Tell Me What to Wear! about?

In this paper, we aim at a practical system, magic closet, for automatic occasion-oriented clothing recommendation. Given a user-input occasion, e.g., wedding, shopping or dating, magic closet intelligently suggests the most suitable clothing from the user's own clothing photo album, or automatically pairs the user-specified reference clothing (upperbody or lower-body) with the most suitable one from online shops.Two key criteria are explicitly considered for the magic closet system. One criterion is to wear properly, e.g., compared to suit pants, it is more decent to wear a cocktail dress for a banquet occasion. The other criterion is to wear aesthetically, e.g., a red T-shirt matches better white pants than green pants. To narrow the semantic gap between the low-level features of clothing and the high-level occasion categories, we adopt middle-level clothing attributes (e.g., clothing category, color, pattern) as a bridge. More specifically, the clothing attributes are treated as latent variables in our proposed latent Support Vector Machine (SVM) based recommendation model. The wearing properly criterion is described in the model through a feature-occasion potential and an attri

Author

Si Liu; Jiashi Feng; Zheng Song; Tianzhu Zhang; Hanqing Lu; Changsheng Xu; Shuicheng Yan

Publisher

ACM

Published

2012

Language

EN