Street TryOn: Learning In-the-Wild Virtual Try-On from Unpaired Person Images

1 code implementation • 27 Nov 2023 • Aiyu Cui, Jay Mahajan, Viraj Shah, Preeti Gomathinayagam, Svetlana Lazebnik

By contrast, it is hard to collect paired data for in-the-wild scenes, and therefore, virtual try-on for casual images of people against cluttered backgrounds is rarely studied.

Image Generation Semantic Segmentation +4

One-Shot Stylization for Full-Body Human Images

no code implementations • 14 Apr 2023 • Aiyu Cui, Svetlana Lazebnik

Since body shape deformation is an essential component of an art character's style, we incorporate a novel skeleton deformation module to reshape the pose of the input person and modify the DiOr pose-guided person generator to be more robust to the rescaled poses falling outside the distribution of the realistic poses that the generator is originally trained on.

Learning Garment DensePose for Robust Warping in Virtual Try-On

1 code implementation • 30 Mar 2023 • Aiyu Cui, Sen He, Tao Xiang, Antoine Toisoul

In this work, we propose a robust warping method for virtual try-on based on a learned garment DensePose which has a direct correspondence with the person's DensePose.

Virtual Try-on

Dressing in Order: Recurrent Person Image Generation for Pose Transfer, Virtual Try-on and Outfit Editing

1 code implementation • ICCV 2021 • Aiyu Cui, Daniel McKee, Svetlana Lazebnik

We propose a flexible person generation framework called Dressing in Order (DiOr), which supports 2D pose transfer, virtual try-on, and several fashion editing tasks.

Fashion Synthesis Pose Transfer +1