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Virtual Try-on

10 papers with code · Computer Vision

Virtual try-on of clothing or other items such as glasses and makeup. Most recent techniques use Generative Adversarial Networks.

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Greatest papers with code

Video Based Reconstruction of 3D People Models

CVPR 2018 thmoa/videoavatars

This paper describes how to obtain accurate 3D body models and texture of arbitrary people from a single, monocular video in which a person is moving.

3D RECONSTRUCTION VIRTUAL TRY-ON

VITON: An Image-based Virtual Try-on Network

CVPR 2018 xthan/VITON

We present an image-based VIirtual Try-On Network (VITON) without using 3D information in any form, which seamlessly transfers a desired clothing item onto the corresponding region of a person using a coarse-to-fine strategy.

VIRTUAL TRY-ON

Toward Characteristic-Preserving Image-based Virtual Try-On Network

ECCV 2018 sergeywong/cp-vton

Second, to alleviate boundary artifacts of warped clothes and make the results more realistic, we employ a Try-On Module that learns a composition mask to integrate the warped clothes and the rendered image to ensure smoothness.

VIRTUAL TRY-ON

SwapNet: Garment Transfer in Single View Images

ECCV 2018 andrewjong/SwapNet

Garment transfer is a challenging task that requires (i) disentangling the features of the clothing from the body pose and shape and (ii) realistic synthesis of the garment texture on the new body.

VIRTUAL TRY-ON

Down to the Last Detail: Virtual Try-on with Detail Carving

13 Dec 2019AIprogrammer/Down-to-the-Last-Detail-Virtual-Try-on-with-Detail-Carving

However, existing methods can hardly preserve the details in clothing texture and facial identity (face, hair) while fitting novel clothes and poses onto a person.

VIRTUAL TRY-ON

Disentangled Makeup Transfer with Generative Adversarial Network

2 Jul 2019Honlan/DMT

Facial makeup transfer is a widely-used technology that aims to transfer the makeup style from a reference face image to a non-makeup face.

FACIAL MAKEUP TRANSFER VIRTUAL TRY-ON

VITON-GAN: Virtual Try-on Image Generator Trained with Adversarial Loss

12 Nov 2019shionhonda/viton-gan

Generating a virtual try-on image from in-shop clothing images and a model person's snapshot is a challenging task because the human body and clothes have high flexibility in their shapes.

VIRTUAL TRY-ON

Real-time deep hair matting on mobile devices

19 Dec 2017jtiger958/hair-segmentation-pytorch

Augmented reality is an emerging technology in many application domains.

VIRTUAL TRY-ON

Deep Fashion3D: A Dataset and Benchmark for 3D Garment Reconstruction from Single Images

28 Mar 2020AemikaChow/DATASOURCE

High-fidelity clothing reconstruction is the key to achieving photorealism in a wide range of applications including human digitization, virtual try-on, etc.

VIRTUAL TRY-ON