Significance of Anatomical Constraints in Virtual Try-On

no code implementations • 4 Jan 2024 • Debapriya Roy, Sanchayan Santra, Diganta Mukherjee, Bhabatosh Chanda

In general, a VTON system takes a clothing source and a person's image to predict the try-on output of the person in the given clothing.

Anatomy Virtual Try-on

Significance of Skeleton-based Features in Virtual Try-On

no code implementations • 17 Aug 2022 • Debapriya Roy, Sanchayan Santra, Diganta Mukherjee, Bhabatosh Chanda

The idea of \textit{Virtual Try-ON} (VTON) benefits e-retailing by giving an user the convenience of trying a clothing at the comfort of their home.

Virtual Try-on

An Unsupervised Approach towards Varying Human Skin Tone Using Generative Adversarial Networks

no code implementations • 30 Oct 2020 • Debapriya Roy, Diganta Mukherjee, Bhabatosh Chanda

Given any input image of a person or a group of persons with some value indicating the desired change of skin color towards fairness or darkness, this method can change the skin tone of the persons in the image.

Attribute Fairness

LGVTON: A Landmark Guided Approach to Virtual Try-On

no code implementations • 1 Apr 2020 • Debapriya Roy, Sanchayan Santra, Bhabatosh Chanda

In the first stage, LGVTON warps the clothes of the model using a Thin-Plate Spline (TPS) based transformation to fit the person.

SSIM Virtual Try-on