Data-driven models of 3D avatars and clothing for virtual try-on
dc.contributor.author | Santesteban Garay, Igor | |
dc.date.accessioned | 2022-12-02T08:53:41Z | |
dc.date.available | 2022-12-02T08:53:41Z | |
dc.date.issued | 2022 | |
dc.identifier.uri | https://hdl.handle.net/10115/20698 | |
dc.description | Tesis Doctoral leída en la Universidad Rey Juan Carlos de Madrid en 2022. Directores de la Tesis: Dan Casas Guix y Miguel A. Otaduy Tristán Programa de Doctorado en Tecnologías de la Información y las Comunicaciones | es |
dc.description.abstract | Clothing plays a fundamental role in our everyday lives. When we choose clothing to buy or wear, we guide our decisions based on a combination of fit and style. For this reason, the majority of clothing is purchased at brick-and-mortar retail stores, after physical try-on to test the fit and style of several garments on our own bodies. Computer graphics technology promises an opportunity to support online shopping through virtual try-on, but to date virtual try-on solutions lack the responsiveness of a physical try-on experience. This thesis works towards developing new virtual try-on solutions that meet the demanding requirements of accuracy, interactivity and scalability. To this end, we propose novel datadriven models for 3D avatars and clothing that produce highly realistic results at a fraction of the computational cost of physics-based approaches. Throughout the thesis we also address common limitations of data-driven methods by using self-supervision mechanisms to enforce physical constraints and reduce the dependency on ground-truth data. This allows us to build efficient and accurate models with minimal preprocessing times. | es |
dc.language.iso | eng | es |
dc.publisher | Universidad Rey Juan Carlos | es |
dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 Internacional | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ | * |
dc.subject | models of 3D | es |
dc.subject | avatar | es |
dc.title | Data-driven models of 3D avatars and clothing for virtual try-on | es |
dc.type | info:eu-repo/semantics/doctoralThesis | es |
dc.rights.accessRights | info:eu-repo/semantics/embargoedAccess | es |
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Except where otherwise noted, this item's license is described as Attribution-NonCommercial-NoDerivatives 4.0 Internacional