Controllable Garment Transfer

TL;DR

This paper introduces a garment transfer method that allows real-time customization of garment attributes like sleeve length and texture, enhancing virtual try-on experiences.

Contribution

It presents a novel controllable garment transfer model enabling on-the-fly modifications of garment features, which was not available in prior approaches.

Findings

Enables real-time garment attribute editing.

Improves user interactivity in virtual try-on.

Demonstrates effective control over garment features.

Abstract

Image-based garment transfer replaces the garment on the target human with the desired garment; this enables users to virtually view themselves in the desired garment. To this end, many approaches have been proposed using the generative model and have shown promising results. However, most fail to provide the user with on the fly garment modification functionality. We aim to add this customizable option of "garment tweaking" to our model to control garment attributes, such as sleeve length, waist width, and garment texture.