Hi, magic closet, tell me what to wear!

• DOI: 10.1145/2393347.2396470
• Publication Date: 2012-11-14T20:36:17Z
• Authors: Si Liu; Tam V. Nguyen; Jiashi Feng; Meng Wang; Shuicheng Yan
• Keywords: Closet

In this demo, we present a practical system, magic closet, for automatic occasion-oriented clothing pairing. Given user-input occasion, e.g., wedding or shopping, the closet intelligently and automatically pairs user-specified reference (upper-body lower-body) with most suitable one from online shops. Two key criteria are explicitly considered system. One criterion is to wear properly, compared suit pants, it more decent cocktail dress banquet occasion. The other aesthetically, red T-shirt matches better white pants than green pants. To narrow semantic gap between low-level visual features high-level occasion categories, propose adopt middle-level attributes (e.g., category, color, pattern) as bridge. More specifically, treated latent variables in our proposed Support Vector Machine (SVM) based recommendation model. wearing properly described through feature-occasion potential an attribute-occasion potential, while aesthetically expressed by attribute-attribute potential.