Black Fashion-manias’ Images and Fashion Styles

Hipster Wars: Discovering Elements of Fashion Styles

The clothing we wear and our identities are closely tied, revealing to the world clues about our wealth, occupation, and socioidentity. In this paper we examine questions related to what our clothing reveals about our personal style. We first design an online competitive Style Rating Game called Hipster Wars to crowd source reliable human judgments of style. We use this game to collect a new da...

Creating Capsule Wardrobes from Fashion Images

We propose to automatically create capsule wardrobes. Given an inventory of candidate garments and accessories, the algorithm must assemble a minimal set of items that provides maximal mix-and-match outfits. We pose the task as a subset selection problem. To permit efficient subset selection over the space of all outfit combinations, we develop submodular objective functions capturing the key i...

Towards Predicting the Likeability of Fashion Images

In this paper, we propose a method for ranking fashion images to find the ones which might be liked by more people. We collect two new datasets from image sharing websites (Pinterest and Polyvore). We represent fashion images based on attributes: semantic attributes and data-driven attributes. To learn semantic attributes from limited training data, we use an algorithm on multi-task convolution...

Fashion Thinking: Fashion Practices and Sustainable Interaction Design

Broadly defined, “fashion” refers to the symbolic, aesthetic, and cultural meanings that objects carry, especially the ways in which people use objects to express their taste, lifestyle, social status and belonging to a community. We don’t ordinarily think of fashion as a positive force for sustainable practices in the design of products and services. One imagines that fashion drives consumptio...

Fashion and Dress Culture